From 3cae6eca45b36b75c696780e67aabaee05330629 Mon Sep 17 00:00:00 2001 From: Kosuke Takeuchi Date: Mon, 29 Aug 2022 17:19:08 +0900 Subject: [PATCH 01/64] feat(trajectory_follower): keep stop until the steering control is done (#1672) Signed-off-by: kosuke55 Signed-off-by: kosuke55 --- .../design/lateral_controller-design.md | 2 +- .../design/longitudinal_controller-design.md | 2 +- .../param/lateral_controller_defaults.param.yaml | 2 +- .../param/longitudinal_controller_defaults.param.yaml | 2 +- .../config/trajectory_follower/lateral_controller.param.yaml | 2 +- .../trajectory_follower/longitudinal_controller.param.yaml | 2 +- 6 files changed, 6 insertions(+), 6 deletions(-) diff --git a/control/trajectory_follower_nodes/design/lateral_controller-design.md b/control/trajectory_follower_nodes/design/lateral_controller-design.md index 450e7d04707d3..668b96b4a7641 100644 --- a/control/trajectory_follower_nodes/design/lateral_controller-design.md +++ b/control/trajectory_follower_nodes/design/lateral_controller-design.md @@ -66,7 +66,7 @@ AutonomouStuff Lexus RX 450h for under 40 km/h driving. | stop_state_entry_ego_speed \*1 | double | threshold value of the ego vehicle speed used to the stop state entry condition | 0.0 | | stop_state_entry_target_speed \*1 | double | threshold value of the target speed used to the stop state entry condition | 0.0 | | converged_steer_rad | double | threshold value of the steer convergence | 0.1 | -| keep_steer_control_until_converged | bool | keep steer control until steer is converged | false | +| keep_steer_control_until_converged | bool | keep steer control until steer is converged | true | | new_traj_duration_time | double | threshold value of the time to be considered as new trajectory | 1.0 | | new_traj_end_dist | double | threshold value of the distance between trajectory ends to be considered as new trajectory | 0.3 | diff --git a/control/trajectory_follower_nodes/design/longitudinal_controller-design.md b/control/trajectory_follower_nodes/design/longitudinal_controller-design.md index 207a9755d7117..d3512c0a36471 100644 --- a/control/trajectory_follower_nodes/design/longitudinal_controller-design.md +++ b/control/trajectory_follower_nodes/design/longitudinal_controller-design.md @@ -154,7 +154,7 @@ AutonomouStuff Lexus RX 450h for under 40 km/h driving. | enable_large_tracking_error_emergency | bool | flag to enable transition to EMERGENCY when the closest trajectory point search is failed due to a large deviation between trajectory and ego pose. | true | | enable_slope_compensation | bool | flag to modify output acceleration for slope compensation. The source of the slope angle can be selected from ego-pose or trajectory angle. See `use_trajectory_for_pitch_calculation`. | true | | enable_brake_keeping_before_stop | bool | flag to keep a certain acceleration during DRIVE state before the ego stops. See [Brake keeping](#brake-keeping). | false | -| enable_keep_stopped_until_steer_convergence | bool | flag to keep stopped condition until until the steer converges. | false | +| enable_keep_stopped_until_steer_convergence | bool | flag to keep stopped condition until until the steer converges. | true | | max_acc | double | max value of output acceleration [m/s^2] | 3.0 | | min_acc | double | min value of output acceleration [m/s^2] | -5.0 | | max_jerk | double | max value of jerk of output acceleration [m/s^3] | 2.0 | diff --git a/control/trajectory_follower_nodes/param/lateral_controller_defaults.param.yaml b/control/trajectory_follower_nodes/param/lateral_controller_defaults.param.yaml index f21ef8f81fa6c..a6d98fa682d74 100644 --- a/control/trajectory_follower_nodes/param/lateral_controller_defaults.param.yaml +++ b/control/trajectory_follower_nodes/param/lateral_controller_defaults.param.yaml @@ -56,7 +56,7 @@ stop_state_entry_ego_speed: 0.001 stop_state_entry_target_speed: 0.001 converged_steer_rad: 0.1 - keep_steer_control_until_converged: false + keep_steer_control_until_converged: true new_traj_duration_time: 1.0 new_traj_end_dist: 0.3 diff --git a/control/trajectory_follower_nodes/param/longitudinal_controller_defaults.param.yaml b/control/trajectory_follower_nodes/param/longitudinal_controller_defaults.param.yaml index e5e82ec101be2..eb2ef443c4576 100644 --- a/control/trajectory_follower_nodes/param/longitudinal_controller_defaults.param.yaml +++ b/control/trajectory_follower_nodes/param/longitudinal_controller_defaults.param.yaml @@ -6,7 +6,7 @@ enable_overshoot_emergency: true enable_large_tracking_error_emergency: true enable_slope_compensation: false - enable_keep_stopped_until_steer_convergence: false + enable_keep_stopped_until_steer_convergence: true # state transition drive_state_stop_dist: 0.5 diff --git a/launch/tier4_control_launch/config/trajectory_follower/lateral_controller.param.yaml b/launch/tier4_control_launch/config/trajectory_follower/lateral_controller.param.yaml index e69e599d198ec..c786daee07d24 100644 --- a/launch/tier4_control_launch/config/trajectory_follower/lateral_controller.param.yaml +++ b/launch/tier4_control_launch/config/trajectory_follower/lateral_controller.param.yaml @@ -57,7 +57,7 @@ stop_state_entry_ego_speed: 0.001 stop_state_entry_target_speed: 0.001 converged_steer_rad: 0.1 - keep_steer_control_until_converged: false + keep_steer_control_until_converged: true new_traj_duration_time: 1.0 new_traj_end_dist: 0.3 diff --git a/launch/tier4_control_launch/config/trajectory_follower/longitudinal_controller.param.yaml b/launch/tier4_control_launch/config/trajectory_follower/longitudinal_controller.param.yaml index 28fa297afbecb..b6e1c3a38c799 100644 --- a/launch/tier4_control_launch/config/trajectory_follower/longitudinal_controller.param.yaml +++ b/launch/tier4_control_launch/config/trajectory_follower/longitudinal_controller.param.yaml @@ -6,7 +6,7 @@ enable_overshoot_emergency: true enable_large_tracking_error_emergency: true enable_slope_compensation: false - enable_keep_stopped_until_steer_convergence: false + enable_keep_stopped_until_steer_convergence: true # state transition drive_state_stop_dist: 0.5 From 747209efa6341a2554c625bb3ab473b15f4bb50d Mon Sep 17 00:00:00 2001 From: Yutaka Shimizu <43805014+purewater0901@users.noreply.github.com> Date: Mon, 29 Aug 2022 20:03:48 +0900 Subject: [PATCH 02/64] feat(motion_velocity_smoother): use utility functions in autoware (#1718) * feat(motion_velocity_smoother): use utility functions in autoware * fix stop distance publisher Signed-off-by: yutaka Signed-off-by: yutaka --- .../trajectory_utils.hpp | 2 -- .../src/motion_velocity_smoother_node.cpp | 5 ++- .../src/trajectory_utils.cpp | 33 ++++--------------- 3 files changed, 8 insertions(+), 32 deletions(-) diff --git a/planning/motion_velocity_smoother/include/motion_velocity_smoother/trajectory_utils.hpp b/planning/motion_velocity_smoother/include/motion_velocity_smoother/trajectory_utils.hpp index ba3bb4805ae89..8c73329c1808b 100644 --- a/planning/motion_velocity_smoother/include/motion_velocity_smoother/trajectory_utils.hpp +++ b/planning/motion_velocity_smoother/include/motion_velocity_smoother/trajectory_utils.hpp @@ -44,8 +44,6 @@ TrajectoryPoints extractPathAroundIndex( const TrajectoryPoints & trajectory, const size_t index, const double & ahead_length, const double & behind_length); -double calcArcLength(const TrajectoryPoints & trajectory, const int idx1, const int idx2); - std::vector calcArclengthArray(const TrajectoryPoints & trajectory); std::vector calcTrajectoryIntervalDistance(const TrajectoryPoints & trajectory); diff --git a/planning/motion_velocity_smoother/src/motion_velocity_smoother_node.cpp b/planning/motion_velocity_smoother/src/motion_velocity_smoother_node.cpp index 4f9aedfed0d49..bd1065b8b891f 100644 --- a/planning/motion_velocity_smoother/src/motion_velocity_smoother_node.cpp +++ b/planning/motion_velocity_smoother/src/motion_velocity_smoother_node.cpp @@ -616,14 +616,13 @@ void MotionVelocitySmootherNode::publishStopDistance(const TrajectoryPoints & tr double stop_dist{stop_dist_lim}; const auto stop_idx{motion_utils::searchZeroVelocityIndex(trajectory)}; if (stop_idx) { - stop_dist = trajectory_utils::calcArcLength(trajectory, closest, *stop_idx); - stop_dist = closest > *stop_idx ? stop_dist : -stop_dist; + stop_dist = motion_utils::calcSignedArcLength(trajectory, closest, *stop_idx); } else { stop_dist = closest > 0 ? stop_dist : -stop_dist; } Float32Stamped dist_to_stopline{}; dist_to_stopline.stamp = this->now(); - dist_to_stopline.data = std::max(-stop_dist_lim, std::min(stop_dist_lim, stop_dist)); + dist_to_stopline.data = std::clamp(stop_dist, -stop_dist_lim, stop_dist_lim); pub_dist_to_stopline_->publish(dist_to_stopline); } diff --git a/planning/motion_velocity_smoother/src/trajectory_utils.cpp b/planning/motion_velocity_smoother/src/trajectory_utils.cpp index 8cb38496a8e67..9feed52eb8ff8 100644 --- a/planning/motion_velocity_smoother/src/trajectory_utils.cpp +++ b/planning/motion_velocity_smoother/src/trajectory_utils.cpp @@ -140,41 +140,20 @@ TrajectoryPoints extractPathAroundIndex( return extracted_traj; } -double calcArcLength(const TrajectoryPoints & path, const int idx1, const int idx2) +std::vector calcArclengthArray(const TrajectoryPoints & trajectory) { - if (idx1 == idx2) { // zero distance - return 0.0; - } - - if ( - idx1 < 0 || idx2 < 0 || static_cast(path.size()) - 1 < idx1 || - static_cast(path.size()) - 1 < idx2) { - RCLCPP_ERROR( - rclcpp::get_logger("motion_velocity_smoother").get_child("trajectory_utils"), - "invalid index"); - return 0.0; - } - - const int idx_from = std::min(idx1, idx2); - const int idx_to = std::max(idx1, idx2); - double dist_sum = 0.0; - for (int i = idx_from; i < idx_to; ++i) { - dist_sum += tier4_autoware_utils::calcDistance2d(path.at(i), path.at(i + 1)); + if (trajectory.empty()) { + return {}; } - return dist_sum; -} -std::vector calcArclengthArray(const TrajectoryPoints & trajectory) -{ - std::vector arclength; + std::vector arclength(trajectory.size()); double dist = 0.0; - arclength.clear(); - arclength.push_back(dist); + arclength.front() = dist; for (unsigned int i = 1; i < trajectory.size(); ++i) { const TrajectoryPoint tp = trajectory.at(i); const TrajectoryPoint tp_prev = trajectory.at(i - 1); dist += tier4_autoware_utils::calcDistance2d(tp.pose, tp_prev.pose); - arclength.push_back(dist); + arclength.at(i) = dist; } return arclength; } From 96acefcd2a00f6afbf4f53bd4566022908a4ca86 Mon Sep 17 00:00:00 2001 From: Kosuke Takeuchi Date: Mon, 29 Aug 2022 20:54:20 +0900 Subject: [PATCH 03/64] docs(trajectory_follower, trajectory_follower_nodes): update docs (#1591) * docs(trajectory_follower, trajectory_follower_nodes): update docs Signed-off-by: kosuke55 * remove auto issue link Signed-off-by: kosuke55 * correct sentences Signed-off-by: kosuke55 * add example of keep stopped Signed-off-by: kosuke55 * update controller class diagram Signed-off-by: Takamasa Horibe Signed-off-by: kosuke55 Signed-off-by: Takamasa Horibe Co-authored-by: Takamasa Horibe --- .../design/osqp_interface-design.md | 2 - .../vehicle_constants_manager-design.md | 2 - .../design/media/BrakeKeeping.drawio.svg | 0 .../LongitudinalControllerDiagram.drawio.svg | 0 ...udinalControllerStateTransition.drawio.svg | 0 .../design/mpc_lateral_controller-design.md} | 66 ++++-- .../pid_longitudinal_controller-design.md} | 120 +++++------ .../design/trajectory_follower-design.md | 46 +++- .../design/trajectory_follower-mpc-design.md | 76 ------- .../design/trajectory_follower-pid-design.md | 95 -------- .../design/latlon_muxer-design.md | 40 ---- .../design/media/Controller.drawio.svg | 204 ++++++++++++++++++ .../design/trajectory_follower-design.md | 47 +++- 13 files changed, 397 insertions(+), 301 deletions(-) rename control/{trajectory_follower_nodes => trajectory_follower}/design/media/BrakeKeeping.drawio.svg (100%) rename control/{trajectory_follower_nodes => trajectory_follower}/design/media/LongitudinalControllerDiagram.drawio.svg (100%) rename control/{trajectory_follower_nodes => trajectory_follower}/design/media/LongitudinalControllerStateTransition.drawio.svg (100%) rename control/{trajectory_follower_nodes/design/lateral_controller-design.md => trajectory_follower/design/mpc_lateral_controller-design.md} (81%) rename control/{trajectory_follower_nodes/design/longitudinal_controller-design.md => trajectory_follower/design/pid_longitudinal_controller-design.md} (87%) delete mode 100644 control/trajectory_follower/design/trajectory_follower-mpc-design.md delete mode 100644 control/trajectory_follower/design/trajectory_follower-pid-design.md delete mode 100644 control/trajectory_follower_nodes/design/latlon_muxer-design.md create mode 100644 control/trajectory_follower_nodes/design/media/Controller.drawio.svg diff --git a/common/osqp_interface/design/osqp_interface-design.md b/common/osqp_interface/design/osqp_interface-design.md index 8fd6ab28a659d..e9ff4a2a3bc3a 100644 --- a/common/osqp_interface/design/osqp_interface-design.md +++ b/common/osqp_interface/design/osqp_interface-design.md @@ -68,5 +68,3 @@ The interface can be used in several ways: ## Related issues - -- This package was introduced as a dependency of the MPC-based lateral controller: diff --git a/common/vehicle_constants_manager/design/vehicle_constants_manager-design.md b/common/vehicle_constants_manager/design/vehicle_constants_manager-design.md index 88ba349675659..1a83c48a34aed 100644 --- a/common/vehicle_constants_manager/design/vehicle_constants_manager-design.md +++ b/common/vehicle_constants_manager/design/vehicle_constants_manager-design.md @@ -147,5 +147,3 @@ Not Available. ## Related issues - - diff --git a/control/trajectory_follower_nodes/design/media/BrakeKeeping.drawio.svg b/control/trajectory_follower/design/media/BrakeKeeping.drawio.svg similarity index 100% rename from control/trajectory_follower_nodes/design/media/BrakeKeeping.drawio.svg rename to control/trajectory_follower/design/media/BrakeKeeping.drawio.svg diff --git a/control/trajectory_follower_nodes/design/media/LongitudinalControllerDiagram.drawio.svg b/control/trajectory_follower/design/media/LongitudinalControllerDiagram.drawio.svg similarity index 100% rename from control/trajectory_follower_nodes/design/media/LongitudinalControllerDiagram.drawio.svg rename to control/trajectory_follower/design/media/LongitudinalControllerDiagram.drawio.svg diff --git a/control/trajectory_follower_nodes/design/media/LongitudinalControllerStateTransition.drawio.svg b/control/trajectory_follower/design/media/LongitudinalControllerStateTransition.drawio.svg similarity index 100% rename from control/trajectory_follower_nodes/design/media/LongitudinalControllerStateTransition.drawio.svg rename to control/trajectory_follower/design/media/LongitudinalControllerStateTransition.drawio.svg diff --git a/control/trajectory_follower_nodes/design/lateral_controller-design.md b/control/trajectory_follower/design/mpc_lateral_controller-design.md similarity index 81% rename from control/trajectory_follower_nodes/design/lateral_controller-design.md rename to control/trajectory_follower/design/mpc_lateral_controller-design.md index 668b96b4a7641..ee79cc88f206b 100644 --- a/control/trajectory_follower_nodes/design/lateral_controller-design.md +++ b/control/trajectory_follower/design/mpc_lateral_controller-design.md @@ -1,4 +1,4 @@ -# Lateral Controller +# MPC Lateral Controller This is the design document for the lateral controller node in the `trajectory_follower_nodes` package. @@ -22,29 +22,62 @@ The node uses an implementation of linear model predictive control (MPC) for acc The MPC uses a model of the vehicle to simulate the trajectory resulting from the control command. The optimization of the control command is formulated as a Quadratic Program (QP). -These functionalities are implemented in the `trajectory_follower` package -(see [trajectory_follower-mpc-design](../../trajectory_follower/design/trajectory_follower-mpc-design.md#mpc-trajectory-follower)) +Different vehicle models are implemented: -### Assumptions / Known limits +- kinematics : bicycle kinematics model with steering 1st-order delay. +- kinematics_no_delay : bicycle kinematics model without steering delay. +- dynamics : bicycle dynamics model considering slip angle. + The kinematics model is being used by default. Please see the reference [1] for more details. + +For the optimization, a Quadratic Programming (QP) solver is used and two options are currently implemented: + +- unconstraint_fast : use least square method to solve unconstraint QP with eigen. +- [osqp](https://osqp.org/): run the [following ADMM](https://web.stanford.edu/~boyd/papers/admm_distr_stats.html) algorithm (for more details see the related papers at the [Citing OSQP](https://web.stanford.edu/~boyd/papers/admm_distr_stats.html) section): + +### Filtering + +Filtering is required for good noise reduction. +A [Butterworth filter](https://en.wikipedia.org/wiki/Butterworth_filter) is used for the yaw and lateral errors used as input of the MPC as well as for +the output steering angle. +Other filtering methods can be considered as long as the noise reduction performances are good +enough. +The moving average filter for example is not suited and can yield worse results than without any +filtering. + +## Assumptions / Known limits The tracking is not accurate if the first point of the reference trajectory is at or in front of the current ego pose. -- Issue to add points behind ego: - -### Inputs / Outputs / API +## Inputs / Outputs / API -Inputs +### Inputs + +Set the following from the [controller_node](../../trajectory_follower_nodes/design/trajectory_follower-design.md) + +- `autoware_auto_planning_msgs/Trajectory` : reference trajectory to follow. +- `nav_msgs/Odometry`: current odometry +- `autoware_auto_vehicle_msgs/SteeringReport` current steering -- `input/reference_trajectory` : reference trajectory to follow. -- `input/current_kinematic_state`: current state of the vehicle (position, velocity, etc). - Output -- `output/lateral_control_cmd`: generated lateral control command. +### Outputs + +Return LateralOutput which contains the following to [controller_node](../../trajectory_follower_nodes/design/trajectory_follower-design.md) + +- `autoware_auto_control_msgs/AckermannLateralCommand` +- LateralSyncData + - steer angle convergence + +### MPC class + +The `MPC` class (defined in `mpc.hpp`) provides the interface with the MPC algorithm. +Once a vehicle model, a QP solver, and the reference trajectory to follow have been set +(using `setVehicleModel()`, `setQPSolver()`, `setReferenceTrajectory()`), a lateral control command +can be calculated by providing the current steer, velocity, and pose to function `calculateMPC()`. ### Parameter description @@ -132,8 +165,13 @@ AutonomouStuff Lexus RX 450h for under 40 km/h driving. - `weight_terminal_lat_error`: Preferable to set a higher value than normal lateral weight `weight_lat_error` for stability. - `weight_terminal_heading_error`: Preferable to set a higher value than normal heading weight `weight_heading_error` for stability. +## References / External links + + + +- [1] Jarrod M. Snider, "Automatic Steering Methods for Autonomous Automobile Path Tracking", + Robotics Institute, Carnegie Mellon University, February 2009. + ## Related issues - -- diff --git a/control/trajectory_follower_nodes/design/longitudinal_controller-design.md b/control/trajectory_follower/design/pid_longitudinal_controller-design.md similarity index 87% rename from control/trajectory_follower_nodes/design/longitudinal_controller-design.md rename to control/trajectory_follower/design/pid_longitudinal_controller-design.md index d3512c0a36471..0cca6803490cd 100644 --- a/control/trajectory_follower_nodes/design/longitudinal_controller-design.md +++ b/control/trajectory_follower/design/pid_longitudinal_controller-design.md @@ -1,4 +1,4 @@ -# Longitudinal Controller +# PID Longitudinal Controller ## Purpose / Use cases @@ -9,56 +9,7 @@ It is assumed that the target acceleration calculated here will be properly real Note that the use of this module is not mandatory for Autoware if the vehicle supports the "target speed" interface. -## Separated lateral (steering) and longitudinal (velocity) controls - -This longitudinal controller assumes that the roles of lateral and longitudinal control are separated as follows. - -- Lateral control computes a target steering to keep the vehicle on the trajectory, assuming perfect velocity tracking. -- Longitudinal control computes a target velocity/acceleration to keep the vehicle velocity on the trajectory speed, assuming perfect trajectory tracking. - -Ideally, dealing with the lateral and longitudinal control as a single mixed problem can achieve high performance. In contrast, there are two reasons to provide velocity controller as a stand-alone function, described below. - -### Complex requirements for longitudinal motion - -The longitudinal vehicle behavior that humans expect is difficult to express in a single logic. For example, the expected behavior just before stopping differs depending on whether the ego-position is ahead/behind of the stop line, or whether the current speed is higher/lower than the target speed to achieve a human-like movement. - -In addition, some vehicles have difficulty measuring the ego-speed at extremely low speeds. In such cases, a configuration that can improve the functionality of the longitudinal control without affecting the lateral control is important. - -There are many characteristics and needs that are unique to longitudinal control. Designing them separately from the lateral control keeps the modules less coupled and improves maintainability. - -### Nonlinear coupling of lateral and longitudinal motion - -The lat-lon mixed control problem is very complex and uses nonlinear optimization to achieve high performance. Since it is difficult to guarantee the convergence of the nonlinear optimization, a simple control logic is also necessary for development. - -Also, the benefits of simultaneous longitudinal and lateral control are small if the vehicle doesn't move at high speed. - -## Design - -## Assumptions / Known limits - -1. Smoothed target velocity and its acceleration shall be set in the trajectory - 1. The velocity command is not smoothed inside the controller (only noise may be removed). - 2. For step-like target signal, tracking is performed as fast as possible. -2. The vehicle velocity must be an appropriate value - 1. The ego-velocity must be a signed-value corresponding to the forward/backward direction - 2. The ego-velocity should be given with appropriate noise processing. - 3. If there is a large amount of noise in the ego-velocity, the tracking performance will be significantly reduced. -3. The output of this controller must be achieved by later modules (e.g. vehicle interface). - 1. If the vehicle interface does not have the target velocity or acceleration interface (e.g., the vehicle only has a gas pedal and brake interface), an appropriate conversion must be done after this controller. - -## Inputs / Outputs / API - -### Output - -- control_cmd [`autoware_auto_msgs/LongitudinalCommand`] : command to control the longitudinal motion of the vehicle. It contains the target velocity and target acceleration. -- debug_values [`autoware_auto_msgs/Float32MultiArrayDiagnostic`] : debug values used for the control command generation (e.g. the contributions of each P-I-D terms). - -### Input - -- current_state [`autoware_auto_msgs/VehicleKinematicState`] : Current ego state including the current pose and velocity. -- current_trajectory [`autoware_auto_msgs/Trajectory`] : Current target trajectory for the desired velocity on the each trajectory points. - -## Inner-workings / Algorithms +## Design / Inner-workings / Algorithms ### States @@ -141,7 +92,59 @@ Depending on the actuating principle of the vehicle, the mechanism that physical In this controller, the predicted ego-velocity and the target velocity after the delay time are calculated and used for the feedback to address the time delay problem. -### Parameter description +### Slope compensation + +Based on the slope information, a compensation term is added to the target acceleration. + +There are two sources of the slope information, which can be switched by a parameter. + +- Pitch of the estimated ego-pose (default) + - Calculates the current slope from the pitch angle of the estimated ego-pose + - Pros: Easily available + - Cons: Cannot extract accurate slope information due to the influence of vehicle vibration. +- Z coordinate on the trajectory + - Calculates the road slope from the difference of z-coordinates between the front and rear wheel positions in the target trajectory + - Pros: More accurate than pitch information, if the z-coordinates of the route are properly maintained + - Pros: Can be used in combination with delay compensation (not yet implemented) + - Cons: z-coordinates of high-precision map is needed. + - Cons: Does not support free space planning (for now) + +## Assumptions / Known limits + +1. Smoothed target velocity and its acceleration shall be set in the trajectory + 1. The velocity command is not smoothed inside the controller (only noise may be removed). + 2. For step-like target signal, tracking is performed as fast as possible. +2. The vehicle velocity must be an appropriate value + 1. The ego-velocity must be a signed-value corresponding to the forward/backward direction + 2. The ego-velocity should be given with appropriate noise processing. + 3. If there is a large amount of noise in the ego-velocity, the tracking performance will be significantly reduced. +3. The output of this controller must be achieved by later modules (e.g. vehicle interface). + 1. If the vehicle interface does not have the target velocity or acceleration interface (e.g., the vehicle only has a gas pedal and brake interface), an appropriate conversion must be done after this controller. + +## Inputs / Outputs / API + +### Input + +Set the following from the [controller_node](../../trajectory_follower_nodes/design/trajectory_follower-design.md) + +- `autoware_auto_planning_msgs/Trajectory` : reference trajectory to follow. +- `nav_msgs/Odometry`: current odometry + +### Output + +Return LongitudinalOutput which contains the following to [controller_node](../../trajectory_follower_nodes/design/trajectory_follower-design.md) + +- `autoware_auto_control_msgs/LongitudinalCommand`: command to control the longitudinal motion of the vehicle. It contains the target velocity and target acceleration. +- LongitudinalSyncData + - velocity convergence(currently not used) + +### PIDController class + +The `PIDController` class is straightforward to use. +First, gains and limits must be set (using `setGains()` and `setLimits()`) for the proportional (P), integral (I), and derivative (D) components. +Then, the velocity can be calculated by providing the current error and time step duration to the `calculate()` function. + +## Parameter description The default parameters defined in `param/lateral_controller_defaults.param.yaml` are adjusted to the AutonomouStuff Lexus RX 450h for under 40 km/h driving. @@ -164,7 +167,7 @@ AutonomouStuff Lexus RX 450h for under 40 km/h driving. | max_pitch_rad | double | max value of estimated pitch [rad] | 0.1 | | min_pitch_rad | double | min value of estimated pitch [rad] | -0.1 | -#### State transition +### State transition | Name | Type | Description | Default value | | :---------------------------------- | :----- | :------------------------------------------------------------------------------------------------------------------------------------------------------------------- | :------------ | @@ -177,7 +180,7 @@ AutonomouStuff Lexus RX 450h for under 40 km/h driving. | emergency_state_traj_trans_dev | double | If the ego's position is `emergency_state_traj_tran_dev` meter away from the nearest trajectory point, the state will transit to EMERGENCY. [m] | 3.0 | | emergency_state_traj_rot_dev | double | If the ego's orientation is `emergency_state_traj_rot_dev` rad away from the nearest trajectory point orientation, the state will transit to EMERGENCY. [rad] | 0.784 | -#### DRIVE Parameter +### DRIVE Parameter | Name | Type | Description | Default value | | :------------------------------------ | :----- | :----------------------------------------------------------------------------------------------------------------------------------------------------------------- | :------------ | @@ -196,7 +199,7 @@ AutonomouStuff Lexus RX 450h for under 40 km/h driving. | current_vel_threshold_pid_integration | double | Velocity error is integrated for I-term only when the absolute value of current velocity is larger than this parameter. [m/s] | 0.5 | | brake_keeping_acc | double | If `enable_brake_keeping_before_stop` is true, a certain acceleration is kept during DRIVE state before the ego stops [m/s^2] See [Brake keeping](#brake-keeping). | 0.2 | -#### STOPPING Parameter (smooth stop) +### STOPPING Parameter (smooth stop) Smooth stop is enabled if `enable_smooth_stop` is true. In smooth stop, strong acceleration (`strong_acc`) will be output first to decrease the ego velocity. @@ -218,7 +221,7 @@ If the ego is still running, strong acceleration (`strong_stop_acc`) to stop rig | smooth_stop_weak_stop_dist | double | Weak acceleration will be output when the ego is `smooth_stop_weak_stop_dist`-meter before the stop point. [m] | -0.3 | | smooth_stop_strong_stop_dist | double | Strong acceleration will be output when the ego is `smooth_stop_strong_stop_dist`-meter over the stop point. [m] | -0.5 | -#### STOPPED Parameter +### STOPPED Parameter | Name | Type | Description | Default value | | :----------- | :----- | :------------------------------------------- | :------------ | @@ -226,7 +229,7 @@ If the ego is still running, strong acceleration (`strong_stop_acc`) to stop rig | stopped_acc | double | target acceleration in STOPPED state [m/s^2] | -3.4 | | stopped_jerk | double | target jerk in STOPPED state [m/s^3] | -5.0 | -#### EMERGENCY Parameter +### EMERGENCY Parameter | Name | Type | Description | Default value | | :------------- | :----- | :------------------------------------------------ | :------------ | @@ -239,6 +242,3 @@ If the ego is still running, strong acceleration (`strong_stop_acc`) to stop rig ## Future extensions / Unimplemented parts ## Related issues - -- -- diff --git a/control/trajectory_follower/design/trajectory_follower-design.md b/control/trajectory_follower/design/trajectory_follower-design.md index 2ade485f1a641..46358abe91090 100644 --- a/control/trajectory_follower/design/trajectory_follower-design.md +++ b/control/trajectory_follower/design/trajectory_follower-design.md @@ -12,13 +12,49 @@ This package provides the library code used by the nodes of the `trajectory_foll Mainly, it implements two algorithms: - Model-Predictive Control (MPC) for the computation of lateral steering commands. - - [trajectory_follower-mpc-design](trajectory_follower-mpc-design.md) + - [trajectory_follower-mpc-design](mpc_lateral_controller-design.md) - PID control for the computation of velocity and acceleration commands. - - [trajectory_follower-pid-design](trajectory_follower-pid-design.md) + - [trajectory_follower-pid-design](pid_longitudinal_controller-design.md) + +## Design + +![Controller](../../trajectory_follower_nodes/design/media/Controller.drawio.svg) + +There are lateral and longitudinal base interface classes and each algorithm inherits from this class to implement. +The interface class has the following base functions. + +- `setInputData()`: Input the data subscribed in [Trajectory Follower Nodes](../../trajectory_follower_nodes/design/trajectory_follower-design.md). This must be implemented with the inherited algorithm and the used data must be selected. +- `run()`: Compute control commands and return to [Trajectory Follower Nodes](../../trajectory_follower_nodes/design/trajectory_follower-design.md). This must be implemented by inherited algorithms. +- `syncData()`: Input the result of running the other controller. + - steer angle convergence + - allow keeping stopped until steer is converged. + - velocity convergence(currently not used) + +See [the Design of Trajectory Follower Nodes](../../trajectory_follower_nodes/design/trajectory_follower-design.md#Design) for how these functions work in the node. + +## Separated lateral (steering) and longitudinal (velocity) controls + +This longitudinal controller assumes that the roles of lateral and longitudinal control are separated as follows. + +- Lateral control computes a target steering to keep the vehicle on the trajectory, assuming perfect velocity tracking. +- Longitudinal control computes a target velocity/acceleration to keep the vehicle velocity on the trajectory speed, assuming perfect trajectory tracking. + +Ideally, dealing with the lateral and longitudinal control as a single mixed problem can achieve high performance. In contrast, there are two reasons to provide velocity controller as a stand-alone function, described below. + +### Complex requirements for longitudinal motion + +The longitudinal vehicle behavior that humans expect is difficult to express in a single logic. For example, the expected behavior just before stopping differs depending on whether the ego-position is ahead/behind of the stop line, or whether the current speed is higher/lower than the target speed to achieve a human-like movement. + +In addition, some vehicles have difficulty measuring the ego-speed at extremely low speeds. In such cases, a configuration that can improve the functionality of the longitudinal control without affecting the lateral control is important. + +There are many characteristics and needs that are unique to longitudinal control. Designing them separately from the lateral control keeps the modules less coupled and improves maintainability. + +### Nonlinear coupling of lateral and longitudinal motion + +The lat-lon mixed control problem is very complex and uses nonlinear optimization to achieve high performance. Since it is difficult to guarantee the convergence of the nonlinear optimization, a simple control logic is also necessary for development. + +Also, the benefits of simultaneous longitudinal and lateral control are small if the vehicle doesn't move at high speed. ## Related issues - -- -- diff --git a/control/trajectory_follower/design/trajectory_follower-mpc-design.md b/control/trajectory_follower/design/trajectory_follower-mpc-design.md deleted file mode 100644 index 5dbdf4169651b..0000000000000 --- a/control/trajectory_follower/design/trajectory_follower-mpc-design.md +++ /dev/null @@ -1,76 +0,0 @@ -# MPC (Trajectory Follower) - -This is the design document for the MPC implemented in the `trajectory_follower` package. - -## Purpose / Use cases - - - - -Model Predictive Control (MPC) is used by the `trajectory_follower` -to calculate the lateral commands corresponding to a steering angle and a steering rate. - -This implementation differs from the one in the `mpc_controller` package in several aspects. - -- This is a linear MPC that only computes the steering command whereas - the `mpc_controller` uses a non-linear MPC which calculates coupled steering and velocity commands. -- The optimization problem solved by the linear MPC is simpler, making it less likely to fail. -- Tuning of the linear MPC is easier. - -## Design - - - - -MPC uses predictions of the vehicle's motion to optimize the immediate control command. - -Different vehicle models are implemented: - -- `kinematics` : bicycle kinematics model with steering 1st-order delay. -- `kinematics_no_delay` : bicycle kinematics model without steering delay. -- `dynamics` : bicycle dynamics model considering slip angle. - -The `kinematics` model is being used by default. Please see the reference [1] for more details. - -For the optimization, a Quadratic Programming (QP) solver is used -with two options are currently implemented: - -- `unconstraint` : use least square method to solve unconstraint QP with eigen. -- `unconstraint_fast` : similar to unconstraint. This is faster, but lower accuracy for optimization. - -## Filtering - -Filtering is required for good noise reduction. -A [Butterworth filter](https://en.wikipedia.org/wiki/Butterworth_filter) is used for the yaw and lateral errors used as input of the MPC as well as for -the output steering angle. -Other filtering methods can be considered as long as the noise reduction performances are good -enough. -The moving average filter for example is not suited and can yield worse results than without any -filtering. - -## Inputs / Outputs / API - - - - -The `MPC` class (defined in `mpc.hpp`) provides the interface with the MPC algorithm. -Once a vehicle model, a QP solver, and the reference trajectory to follow have been set -(using `setVehicleModel()`, `setQPSolver()`, `setReferenceTrajectory()`), a lateral control command -can be calculated by providing the current steer, velocity, and pose to function `calculateMPC()`. - -## References / External links - - - -- [1] Jarrod M. Snider, "Automatic Steering Methods for Autonomous Automobile Path Tracking", - Robotics Institute, Carnegie Mellon University, February 2009. - -## Related issues - - - -- -- diff --git a/control/trajectory_follower/design/trajectory_follower-pid-design.md b/control/trajectory_follower/design/trajectory_follower-pid-design.md deleted file mode 100644 index ef94ffcc1eeda..0000000000000 --- a/control/trajectory_follower/design/trajectory_follower-pid-design.md +++ /dev/null @@ -1,95 +0,0 @@ -# PID (Trajectory Follower) - -This is the design document for the PID implemented in the `trajectory_follower` package. - -## Purpose / Use cases - - - - -PID control is used by the `trajectory_follower` -to calculate longitudinal commands corresponding to a velocity and an acceleration. - -## Design - - - - -This PID control calculates the target acceleration from the deviation between the current ego-velocity and the target velocity. - -This PID logic has a maximum value for the output of each term. This is to prevent the following: - -- Large integral terms may cause unintended behavior by users. -- Unintended noise may cause the output of the derivative term to be very large. - -Also, the integral term is not accumulated when the vehicle is stopped. This is to prevent unintended accumulation of the integral term in cases such as "Autoware assumes that the vehicle is engaged, but an external system has locked the vehicle to start. -On the other hand, if the vehicle gets stuck in a depression in the road surface when starting, the vehicle will not start forever, which is currently being addressed by developers. - -At present, PID control is implemented from the viewpoint of trade-off between development/maintenance cost and performance. -This may be replaced by a higher performance controller (adaptive control or robust control) in future development. - -@image html images/trajectory_follower-pid-diagram.svg "PID controller diagram" - -### States - -This module has four state transitions as shown below in order to handle special processing in a specific situation. - -- **DRIVE** - - Executes target velocity tracking by PID control. - - It also applies the delay compensation and slope compensation. -- **STOPPING** - - Controls the motion just before stopping. - - Special sequence is performed to achieve accurate and smooth stopping. -- **STOPPED** - - Performs operations in the stopped state (e.g. brake hold) -- **EMERGENCY**. - - Enters an emergency state when certain conditions are met (e.g., when the vehicle has crossed a certain distance of a stop line). - - The recovery condition (whether or not to keep emergency state until the vehicle completely stops) or the deceleration in the emergency state are defined by parameters. - -The state transition diagram is shown below. - -@image html images/trajectory_follower-pid-states-diagram.svg "State Transitions" - -### Time delay compensation - -At high speeds, the delay of actuator systems such as gas pedals and brakes has a significant impact on driving accuracy. -Depending on the actuating principle of the vehicle, -the mechanism that physically controls the gas pedal and brake typically has a delay of about a hundred millisecond. - -In this controller, -the predicted ego-velocity and the target velocity after the delay time are calculated and used for the feedback to address the time delay problem. - -### Slope compensation - -Based on the slope information, a compensation term is added to the target acceleration. - -There are two sources of the slope information, which can be switched by a parameter. - -- Pitch of the estimated ego-pose (default) - - Calculates the current slope from the pitch angle of the estimated ego-pose - - Pros: Easily available - - Cons: Cannot extract accurate slope information due to the influence of vehicle vibration. -- Z coordinate on the trajectory - - Calculates the road slope from the difference of z-coordinates between the front and rear wheel positions in the target trajectory - - Pros: More accurate than pitch information, if the z-coordinates of the route are properly maintained - - Pros: Can be used in combination with delay compensation (not yet implemented) - - Cons: z-coordinates of high-precision map is needed. - - Cons: Does not support free space planning (for now) - -### Inputs / Outputs / API - - - - -The `PIDController` class is straightforward to use. -First, gains and limits must be set (using `setGains()` and `setLimits()`) for the proportional (P), integral (I), and derivative (D) components. -Then, the velocity can be calculated by providing the current error and time step duration to the `calculate()` function. - -## Related issues - - - -- diff --git a/control/trajectory_follower_nodes/design/latlon_muxer-design.md b/control/trajectory_follower_nodes/design/latlon_muxer-design.md deleted file mode 100644 index aa5ea71f2bfcb..0000000000000 --- a/control/trajectory_follower_nodes/design/latlon_muxer-design.md +++ /dev/null @@ -1,40 +0,0 @@ -# Lateral/Longitudinal Control Muxer - -## Purpose - -When using controllers that independently compute lateral and longitudinal commands, -this node combines the resulting messages into a single control command message. - -## Design - -Inputs. - -- `AckermannLateralCommand`: lateral command. -- `LongitudinalCommand`: longitudinal command. - -Output. - -- `AckermannControlCommand`: message containing both lateral and longitudinal commands. - -Parameter. - -- `timeout_thr_sec`: duration in second after which input messages are discarded. - -Each time the node receives an input message it publishes an `AckermannControlCommand` -if the following two conditions are met. - -1. Both inputs have been received. -2. The last received input messages are not older than defined by `timeout_thr_sec`. - -## Implementation Details - -Callbacks `latCtrlCmdCallback` and `lonCtrlCmdCallback` are defined for each input message. -Upon reception, the message is stored and function `publishCmd` is called. - -Function `publishCmd` first checks that both messages have been received -and that the stored messages are not older than the timeout. -If both conditions are true, the combined control message is built and published. - -`checkTimeout` is used to check that the stored messages are not too old -by comparing the timeout parameter `timeout_thr_sec` -with the difference between `rclcpp::Time stamp` and the current time `now()`. diff --git a/control/trajectory_follower_nodes/design/media/Controller.drawio.svg b/control/trajectory_follower_nodes/design/media/Controller.drawio.svg new file mode 100644 index 0000000000000..e5c3517233f3f --- /dev/null +++ b/control/trajectory_follower_nodes/design/media/Controller.drawio.svg @@ -0,0 +1,204 @@ + + + + + + + + + Controller + + + + + +
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diff --git a/control/trajectory_follower_nodes/design/trajectory_follower-design.md b/control/trajectory_follower_nodes/design/trajectory_follower-design.md index 3a1c8ab2457a5..a7b6361cff856 100644 --- a/control/trajectory_follower_nodes/design/trajectory_follower-design.md +++ b/control/trajectory_follower_nodes/design/trajectory_follower-design.md @@ -6,16 +6,49 @@ Generate control commands to follow a given Trajectory. ## Design -This functionality is decomposed into three nodes. +This is a node of the functionalities implemented in [trajectory_follower](../../trajectory_follower/design/trajectory_follower-design.md#trajectory-follower) package. It has instances of those functionalities, gives them input data to perform calculations, and publishes control commands. -- [lateral-controller-design](lateral_controller-design.md) : generates lateral control messages. -- [longitudinal-controller-design](longitudinal_controller-design.md) : generates longitudinal control messages. -- [latlon-muxer-design](latlon_muxer-design.md) : combines the lateral and longitudinal control commands - into a single control command. +![Controller](media/Controller.drawio.svg) -Core functionalities are implemented in the [trajectory_follower](../../trajectory_follower/design/trajectory_follower-design.md#trajectory-follower) package. +The process flow is as follows. -@image html images/trajectory_follower-diagram.png "Overview of the Trajectory Follower package" +1. Set input data to the lateral controller +2. Compute lateral commands. +3. Sync the result of the lateral control to the longitudinal controller. + - steer angle convergence +4. Set input data to the longitudinal controller +5. Compute longitudinal commands. +6. Sync the result of the longitudinal control to the longitudinal controller. + - velocity convergence(currently not used) + +Giving the longitudinal controller information about steer convergence allows it to control steer when stopped if following parameters are `true` + +- lateral controller + - `keep_steer_control_until_converged` +- longitudinal controller + - `enable_keep_stopped_until_steer_convergence` + +### Inputs / Outputs / API + +#### Inputs + +- `autoware_auto_planning_msgs/Trajectory` : reference trajectory to follow. +- `nav_msgs/Odometry`: current odometry +- `autoware_auto_vehicle_msgs/SteeringReport` current steering + +#### Outputs + +- `autoware_auto_control_msgs/AckermannControlCommand`: message containing both lateral and longitudinal commands. + +#### Parameter + +- `ctrl_period`: control commands publishing period +- `timeout_thr_sec`: duration in second after which input messages are discarded. + - Each time the node receives lateral and longitudinal commands from each controller, it publishes an `AckermannControlCommand` if the following two conditions are met. + 1. Both commands have been received. + 2. The last received commands are not older than defined by `timeout_thr_sec`. +- `lateral_controller_mode`: `mpc_follower` or `pure_pursuit` + - (currently there is only `PID` for longitudinal controller) ## Debugging From e86225f60982a38458bd028d61a42cede8607fc3 Mon Sep 17 00:00:00 2001 From: Kosuke Takeuchi Date: Mon, 29 Aug 2022 20:55:11 +0900 Subject: [PATCH 04/64] chore(trajectory_follower_nodes): remove the remaining latlon_muxer (#1592) Signed-off-by: kosuke55 Signed-off-by: kosuke55 --- .../test/test_latlon_muxer_node.cpp | 192 ------------------ .../latlon_muxer.param.yaml | 3 - 2 files changed, 195 deletions(-) delete mode 100644 control/trajectory_follower_nodes/test/test_latlon_muxer_node.cpp delete mode 100644 launch/tier4_control_launch/config/trajectory_follower/latlon_muxer.param.yaml diff --git a/control/trajectory_follower_nodes/test/test_latlon_muxer_node.cpp b/control/trajectory_follower_nodes/test/test_latlon_muxer_node.cpp deleted file mode 100644 index bb1fd9d3b0bc6..0000000000000 --- a/control/trajectory_follower_nodes/test/test_latlon_muxer_node.cpp +++ /dev/null @@ -1,192 +0,0 @@ -// Copyright 2021 The Autoware Foundation -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. - -#include "fake_test_node/fake_test_node.hpp" -#include "gtest/gtest.h" -#include "rclcpp/rclcpp.hpp" -#include "rclcpp/time.hpp" -#include "trajectory_follower_test_utils.hpp" - -#include - -#include "autoware_auto_control_msgs/msg/ackermann_control_command.hpp" -#include "autoware_auto_control_msgs/msg/ackermann_lateral_command.hpp" -#include "autoware_auto_control_msgs/msg/longitudinal_command.hpp" - -#include -#include -#include - -using LatLonMuxer = autoware::motion::control::trajectory_follower_nodes::LatLonMuxer; -using LateralCommand = autoware_auto_control_msgs::msg::AckermannLateralCommand; -using LongitudinalCommand = autoware_auto_control_msgs::msg::LongitudinalCommand; -using ControlCommand = autoware_auto_control_msgs::msg::AckermannControlCommand; - -using FakeNodeFixture = autoware::tools::testing::FakeTestNode; - -const rclcpp::Duration one_second(1, 0); - -TEST_F(FakeNodeFixture, TestCorrectOutput) -{ - // Data to test - ControlCommand::SharedPtr cmd_msg; - bool received_combined_command = false; - // Node - rclcpp::NodeOptions node_options; - node_options.append_parameter_override("timeout_thr_sec", 0.5); - std::shared_ptr node = std::make_shared(node_options); - // Publisher/Subscribers - rclcpp::Publisher::SharedPtr lat_pub = - this->create_publisher("latlon_muxer/input/lateral/control_cmd"); - rclcpp::Publisher::SharedPtr lon_pub = - this->create_publisher("latlon_muxer/input/longitudinal/control_cmd"); - rclcpp::Subscription::SharedPtr cmd_sub = - this->create_subscription( - "latlon_muxer/output/control_cmd", *node, - [&cmd_msg, &received_combined_command](const ControlCommand::SharedPtr msg) { - cmd_msg = msg; - received_combined_command = true; - }); - // Publish messages - LateralCommand lat_msg; - lat_msg.steering_tire_angle = 1.5; - lat_msg.steering_tire_rotation_rate = 0.2f; - LongitudinalCommand lon_msg; - lon_msg.speed = 5.0; - lon_msg.acceleration = -1.0; - lon_msg.jerk = 0.25; - lat_msg.stamp = node->now(); - lon_msg.stamp = node->now(); - lat_pub->publish(lat_msg); - lon_pub->publish(lon_msg); - - test_utils::waitForMessage(node, this, received_combined_command); - // Ensure the combined control command was published and contains correct data - ASSERT_TRUE(received_combined_command); - EXPECT_EQ(cmd_msg->lateral.steering_tire_angle, lat_msg.steering_tire_angle); - EXPECT_EQ(cmd_msg->lateral.steering_tire_rotation_rate, lat_msg.steering_tire_rotation_rate); - EXPECT_EQ(cmd_msg->longitudinal.speed, lon_msg.speed); - EXPECT_EQ(cmd_msg->longitudinal.acceleration, lon_msg.acceleration); - EXPECT_EQ(cmd_msg->longitudinal.jerk, lon_msg.jerk); - EXPECT_GT(rclcpp::Time(cmd_msg->stamp), rclcpp::Time(lat_msg.stamp)); - EXPECT_GT(rclcpp::Time(cmd_msg->stamp), rclcpp::Time(lon_msg.stamp)); -} - -TEST_F(FakeNodeFixture, TestLateralTimeout) -{ - // Data to test - ControlCommand::SharedPtr cmd_msg; - bool received_combined_command = false; - // Node - rclcpp::NodeOptions node_options; - node_options.append_parameter_override("timeout_thr_sec", 0.5); - std::shared_ptr node = std::make_shared(node_options); - // Publisher/Subscribers - rclcpp::Publisher::SharedPtr lat_pub = - this->create_publisher("latlon_muxer/input/lateral/control_cmd"); - rclcpp::Publisher::SharedPtr lon_pub = - this->create_publisher("latlon_muxer/input/longitudinal/control_cmd"); - rclcpp::Subscription::SharedPtr cmd_sub = - this->create_subscription( - "latlon_muxer/output/control_cmd", *node, - [&cmd_msg, &received_combined_command](const ControlCommand::SharedPtr msg) { - cmd_msg = msg; - received_combined_command = true; - }); - // Publish messages - LateralCommand lat_msg; - LongitudinalCommand lon_msg; - // Generate a timeout of the lateral message - lat_msg.stamp = node->now() - one_second; - lon_msg.stamp = node->now(); - lat_pub->publish(lat_msg); - lon_pub->publish(lon_msg); - - test_utils::waitForMessage( - node, this, received_combined_command, std::chrono::seconds{1LL}, false); - // Ensure combined command was not published - ASSERT_FALSE(received_combined_command); -} - -TEST_F(FakeNodeFixture, TestLongitudinalTimeout) -{ - // Data to test - ControlCommand::SharedPtr cmd_msg; - bool received_combined_command = false; - // Node - rclcpp::NodeOptions node_options; - node_options.append_parameter_override("timeout_thr_sec", 0.5); - std::shared_ptr node = std::make_shared(node_options); - // Publisher/Subscribers - rclcpp::Publisher::SharedPtr lat_pub = - this->create_publisher("latlon_muxer/input/lateral/control_cmd"); - rclcpp::Publisher::SharedPtr lon_pub = - this->create_publisher("latlon_muxer/input/longitudinal/control_cmd"); - rclcpp::Subscription::SharedPtr cmd_sub = - this->create_subscription( - "latlon_muxer/output/control_cmd", *node, - [&cmd_msg, &received_combined_command](const ControlCommand::SharedPtr msg) { - cmd_msg = msg; - received_combined_command = true; - }); - // Publish messages - LateralCommand lat_msg; - LongitudinalCommand lon_msg; - // Generate a timeout of the longitudinal message - lat_msg.stamp = node->now(); - lon_msg.stamp = node->now() - one_second; - lat_pub->publish(lat_msg); - lon_pub->publish(lon_msg); - - test_utils::waitForMessage( - node, this, received_combined_command, std::chrono::seconds{1LL}, false); - // Ensure combined command was not published - ASSERT_FALSE(received_combined_command); -} - -TEST_F(FakeNodeFixture, TestLatlonTimeout) -{ - // Data to test - ControlCommand::SharedPtr cmd_msg; - bool received_combined_command = false; - // Node - rclcpp::NodeOptions node_options; - node_options.append_parameter_override("timeout_thr_sec", 0.5); - std::shared_ptr node = std::make_shared(node_options); - // Publisher/Subscribers - rclcpp::Publisher::SharedPtr lat_pub = - this->create_publisher("latlon_muxer/input/lateral/control_cmd"); - rclcpp::Publisher::SharedPtr lon_pub = - this->create_publisher("latlon_muxer/input/longitudinal/control_cmd"); - rclcpp::Subscription::SharedPtr cmd_sub = - this->create_subscription( - "latlon_muxer/output/control_cmd", *node, - [&cmd_msg, &received_combined_command](const ControlCommand::SharedPtr msg) { - cmd_msg = msg; - received_combined_command = true; - }); - // Publish messages - LateralCommand lat_msg; - LongitudinalCommand lon_msg; - // Generate a timeout of the longitudinal message - lat_msg.stamp = node->now() - one_second; - lon_msg.stamp = node->now() - one_second; - lat_pub->publish(lat_msg); - lon_pub->publish(lon_msg); - - test_utils::waitForMessage( - node, this, received_combined_command, std::chrono::seconds{1LL}, false); - // Ensure combined command was not published - ASSERT_FALSE(received_combined_command); -} diff --git a/launch/tier4_control_launch/config/trajectory_follower/latlon_muxer.param.yaml b/launch/tier4_control_launch/config/trajectory_follower/latlon_muxer.param.yaml deleted file mode 100644 index 371bb99787559..0000000000000 --- a/launch/tier4_control_launch/config/trajectory_follower/latlon_muxer.param.yaml +++ /dev/null @@ -1,3 +0,0 @@ -/**: - ros__parameters: - timeout_thr_sec: 0.5 # [s] Time limit after which input messages are discarded. From d2a8d080a6f57d4012f9c75e2901db9fe16ee043 Mon Sep 17 00:00:00 2001 From: Yutaka Shimizu <43805014+purewater0901@users.noreply.github.com> Date: Mon, 29 Aug 2022 21:25:54 +0900 Subject: [PATCH 05/64] feat(obstacle_cruise_planner): fix collision points (#1695) * feat(obstacle_cruise_planner): update obstacle filtering Signed-off-by: yutaka * update Signed-off-by: yutaka * fix format Signed-off-by: yutaka * add guard Signed-off-by: yutaka * add limits Signed-off-by: yutaka * change debug position Signed-off-by: yutaka * fix for statement Signed-off-by: yutaka Signed-off-by: yutaka --- .../include/obstacle_cruise_planner/node.hpp | 10 +- .../obstacle_cruise_planner/polygon_utils.hpp | 35 ++- planning/obstacle_cruise_planner/src/node.cpp | 128 ++++------- .../src/polygon_utils.cpp | 199 ++++++++++-------- 4 files changed, 171 insertions(+), 201 deletions(-) diff --git a/planning/obstacle_cruise_planner/include/obstacle_cruise_planner/node.hpp b/planning/obstacle_cruise_planner/include/obstacle_cruise_planner/node.hpp index ae511e42bc2e9..606be776d98f7 100644 --- a/planning/obstacle_cruise_planner/include/obstacle_cruise_planner/node.hpp +++ b/planning/obstacle_cruise_planner/include/obstacle_cruise_planner/node.hpp @@ -90,16 +90,10 @@ class ObstacleCruisePlannerNode : public rclcpp::Node void checkConsistency( const rclcpp::Time & current_time, const PredictedObjects & predicted_objects, const Trajectory & traj, std::vector & target_obstacles); - std::vector calcNearestCollisionPoint( - const size_t & first_within_idx, - const std::vector & collision_points, - const Trajectory & decimated_traj, const bool is_driving_forward); double calcCollisionTimeMargin( const geometry_msgs::msg::Pose & current_pose, const double current_vel, - const geometry_msgs::msg::Point & nearest_collision_point, - const PredictedObject & predicted_object, const size_t first_within_idx, - const Trajectory & decimated_traj, - const std::vector & decimated_traj_polygons, + const std::vector & collision_points, + const PredictedObject & predicted_object, const Trajectory & decimated_traj, const bool is_driving_forward); void publishVelocityLimit(const boost::optional & vel_limit); void publishDebugData(const DebugData & debug_data) const; diff --git a/planning/obstacle_cruise_planner/include/obstacle_cruise_planner/polygon_utils.hpp b/planning/obstacle_cruise_planner/include/obstacle_cruise_planner/polygon_utils.hpp index af9ecb0b12b05..e4b38b490d3f3 100644 --- a/planning/obstacle_cruise_planner/include/obstacle_cruise_planner/polygon_utils.hpp +++ b/planning/obstacle_cruise_planner/include/obstacle_cruise_planner/polygon_utils.hpp @@ -26,6 +26,7 @@ #include #include +#include #include namespace polygon_utils @@ -34,28 +35,40 @@ namespace bg = boost::geometry; using tier4_autoware_utils::Point2d; using tier4_autoware_utils::Polygon2d; -boost::optional getFirstCollisionIndex( - const std::vector & traj_polygons, const Polygon2d & obj_polygon, - const std_msgs::msg::Header & obj_header, - std::vector & collision_points); +boost::optional getCollisionIndex( + const autoware_auto_planning_msgs::msg::Trajectory & traj, + const std::vector & traj_polygons, const geometry_msgs::msg::PoseStamped & obj_pose, + const autoware_auto_perception_msgs::msg::Shape & shape, + std::vector & collision_points, + const double max_dist = std::numeric_limits::max()); -boost::optional getFirstNonCollisionIndex( - const std::vector & base_polygons, +std::vector getCollisionPoints( + const autoware_auto_planning_msgs::msg::Trajectory & traj, + const std::vector & traj_polygons, const std_msgs::msg::Header & obj_header, const autoware_auto_perception_msgs::msg::PredictedPath & predicted_path, - const autoware_auto_perception_msgs::msg::Shape & shape, const size_t start_idx); + const autoware_auto_perception_msgs::msg::Shape & shape, const rclcpp::Time & current_time, + const double vehicle_max_longitudinal_offset, const bool is_driving_forward, + const double max_dist = std::numeric_limits::max(), + const double max_prediction_time_for_collision_check = std::numeric_limits::max()); -boost::optional willCollideWithSurroundObstacle( +std::vector willCollideWithSurroundObstacle( const autoware_auto_planning_msgs::msg::Trajectory & traj, const std::vector & traj_polygons, const std_msgs::msg::Header & obj_header, const autoware_auto_perception_msgs::msg::PredictedPath & predicted_path, - const autoware_auto_perception_msgs::msg::Shape & shape, const double max_dist, - const double ego_obstacle_overlap_time_threshold, + const autoware_auto_perception_msgs::msg::Shape & shape, const rclcpp::Time & current_time, + const double max_dist, const double ego_obstacle_overlap_time_threshold, const double max_prediction_time_for_collision_check, - std::vector & collision_geom_points); + const double vehicle_max_longitudinal_offset, const bool is_driving_forward); std::vector createOneStepPolygons( const autoware_auto_planning_msgs::msg::Trajectory & traj, const vehicle_info_util::VehicleInfo & vehicle_info, const double expand_width); + +geometry_msgs::msg::PointStamped calcNearestCollisionPoint( + const size_t & first_within_idx, + const std::vector & collision_points, + const autoware_auto_planning_msgs::msg::Trajectory & decimated_traj, + const double vehicle_max_longitudinal_offset, const bool is_driving_forward); } // namespace polygon_utils #endif // OBSTACLE_CRUISE_PLANNER__POLYGON_UTILS_HPP_ diff --git a/planning/obstacle_cruise_planner/src/node.cpp b/planning/obstacle_cruise_planner/src/node.cpp index 15b468299c7fb..d01602f176c35 100644 --- a/planning/obstacle_cruise_planner/src/node.cpp +++ b/planning/obstacle_cruise_planner/src/node.cpp @@ -657,12 +657,13 @@ std::vector ObstacleCruisePlannerNode::filterObstacles( continue; } - const auto object_pose = obstacle_cruise_utils::getCurrentObjectPose( - predicted_object, predicted_objects.header, current_time, false); + const auto current_object_pose = obstacle_cruise_utils::getCurrentObjectPose( + predicted_object, predicted_objects.header, current_time, true); const auto & object_velocity = predicted_object.kinematics.initial_twist_with_covariance.twist.linear.x; - const bool is_front_obstacle = isFrontObstacle(traj, ego_idx, object_pose.pose.position); + const bool is_front_obstacle = + isFrontObstacle(traj, ego_idx, current_object_pose.pose.position); if (!is_front_obstacle) { RCLCPP_INFO_EXPRESSION( get_logger(), is_showing_debug_info_, @@ -672,7 +673,8 @@ std::vector ObstacleCruisePlannerNode::filterObstacles( // rough detection area filtering without polygons const double dist_from_obstacle_to_traj = [&]() { - return motion_utils::calcLateralOffset(decimated_traj.points, object_pose.pose.position); + return motion_utils::calcLateralOffset( + decimated_traj.points, current_object_pose.pose.position); }(); const double obstacle_max_length = calcObjectMaxLength(predicted_object.shape); if ( @@ -685,26 +687,29 @@ std::vector ObstacleCruisePlannerNode::filterObstacles( continue; } - // calculate collision points - const auto obstacle_polygon = - tier4_autoware_utils::toPolygon2d(object_pose.pose, predicted_object.shape); + // Get highest confidence predicted path + const auto predicted_path = getHighestConfidencePredictedPath(predicted_object); + const auto resampled_predicted_path = perception_utils::resamplePredictedPath( + predicted_path, obstacle_filtering_param_.prediction_resampling_time_interval, + obstacle_filtering_param_.prediction_resampling_time_horizon); + + // calculate current collision points std::vector closest_collision_points; - const auto first_within_idx = polygon_utils::getFirstCollisionIndex( - decimated_traj_polygons, obstacle_polygon, predicted_objects.header, + const auto first_within_idx = polygon_utils::getCollisionIndex( + decimated_traj, decimated_traj_polygons, current_object_pose, predicted_object.shape, closest_collision_points); // precise detection area filtering with polygons std::vector collision_points; if (first_within_idx) { // obstacles inside the trajectory // calculate nearest collision point - collision_points = calcNearestCollisionPoint( - first_within_idx.get(), closest_collision_points, decimated_traj, is_driving_forward); - if (!collision_points.empty()) { - debug_data.collision_points.push_back(collision_points.front().point); - } + collision_points = polygon_utils::getCollisionPoints( + decimated_traj, decimated_traj_polygons, predicted_objects.header, resampled_predicted_path, + predicted_object.shape, current_time, vehicle_info_.max_longitudinal_offset_m, + is_driving_forward); const bool is_angle_aligned = isAngleAlignedWithTrajectory( - decimated_traj, object_pose.pose, + decimated_traj, current_object_pose.pose, obstacle_filtering_param_.crossing_obstacle_traj_angle_threshold); const double has_high_speed = std::abs(object_velocity) > obstacle_filtering_param_.crossing_obstacle_velocity_threshold; @@ -712,8 +717,8 @@ std::vector ObstacleCruisePlannerNode::filterObstacles( // ignore running vehicle crossing the ego trajectory with high speed with some condition if (!is_angle_aligned && has_high_speed && !collision_points.empty()) { const double collision_time_margin = calcCollisionTimeMargin( - current_pose, current_vel, collision_points.front().point, predicted_object, - first_within_idx.get(), decimated_traj, decimated_traj_polygons, is_driving_forward); + current_pose, current_vel, collision_points, predicted_object, decimated_traj, + is_driving_forward); if (collision_time_margin > obstacle_filtering_param_.collision_time_margin) { // Ignore vehicle obstacles inside the trajectory, which is crossing the trajectory with // high speed and does not collide with ego in a certain time. @@ -756,20 +761,15 @@ std::vector ObstacleCruisePlannerNode::filterObstacles( continue; } - const auto predicted_path = getHighestConfidencePredictedPath(predicted_object); - const auto resampled_predicted_path = perception_utils::resamplePredictedPath( - predicted_path, obstacle_filtering_param_.prediction_resampling_time_interval, - obstacle_filtering_param_.prediction_resampling_time_horizon); - - std::vector future_collision_points; - const auto collision_traj_poly_idx = polygon_utils::willCollideWithSurroundObstacle( + collision_points = polygon_utils::willCollideWithSurroundObstacle( decimated_traj, decimated_traj_polygons, predicted_objects.header, resampled_predicted_path, - predicted_object.shape, + predicted_object.shape, current_time, vehicle_info_.vehicle_width_m + obstacle_filtering_param_.rough_detection_area_expand_width, obstacle_filtering_param_.ego_obstacle_overlap_time_threshold, - obstacle_filtering_param_.max_prediction_time_for_collision_check, future_collision_points); + obstacle_filtering_param_.max_prediction_time_for_collision_check, + vehicle_info_.max_longitudinal_offset_m, is_driving_forward); - if (!collision_traj_poly_idx) { + if (collision_points.empty()) { // Ignore vehicle obstacles outside the trajectory, whose predicted path // overlaps the ego trajectory in a certain time. RCLCPP_INFO_EXPRESSION( @@ -779,12 +779,11 @@ std::vector ObstacleCruisePlannerNode::filterObstacles( debug_data.intentionally_ignored_obstacles.push_back(predicted_object); continue; } + } - collision_points = calcNearestCollisionPoint( - collision_traj_poly_idx.get(), future_collision_points, decimated_traj, is_driving_forward); - if (!collision_points.empty()) { - debug_data.collision_points.push_back(collision_points.front().point); - } + // For debug + for (const auto & cp : collision_points) { + debug_data.collision_points.push_back(cp.point); } // convert to obstacle type @@ -910,56 +909,12 @@ void ObstacleCruisePlannerNode::checkConsistency( } } -std::vector ObstacleCruisePlannerNode::calcNearestCollisionPoint( - const size_t & first_within_idx, - const std::vector & collision_points, - const Trajectory & decimated_traj, const bool is_driving_forward) -{ - std::array segment_points; - if (first_within_idx == 0) { - const auto & traj_front_pose = decimated_traj.points.at(0).pose; - const auto front_pos = tier4_autoware_utils::calcOffsetPose( - traj_front_pose, vehicle_info_.max_longitudinal_offset_m, 0.0, 0.0) - .position; - if (is_driving_forward) { - segment_points.at(0) = traj_front_pose.position; - segment_points.at(1) = front_pos; - } else { - segment_points.at(0) = front_pos; - segment_points.at(1) = traj_front_pose.position; - } - } else { - const size_t seg_idx = first_within_idx - 1; - segment_points.at(0) = decimated_traj.points.at(seg_idx).pose.position; - segment_points.at(1) = decimated_traj.points.at(seg_idx + 1).pose.position; - } - - size_t min_idx = 0; - double min_dist = std::numeric_limits::max(); - for (size_t cp_idx = 0; cp_idx < collision_points.size(); ++cp_idx) { - const auto & collision_point = collision_points.at(cp_idx); - const double dist = - motion_utils::calcLongitudinalOffsetToSegment(segment_points, 0, collision_point.point); - if (dist < min_dist) { - min_dist = dist; - min_idx = cp_idx; - } - } - - return {collision_points.at(min_idx)}; -} - double ObstacleCruisePlannerNode::calcCollisionTimeMargin( const geometry_msgs::msg::Pose & current_pose, const double current_vel, - const geometry_msgs::msg::Point & nearest_collision_point, - const PredictedObject & predicted_object, const size_t first_within_idx, - const Trajectory & decimated_traj, - const std::vector & decimated_traj_polygons, + const std::vector & collision_points, + const PredictedObject & predicted_object, const Trajectory & decimated_traj, const bool is_driving_forward) { - const auto & object_pose = predicted_object.kinematics.initial_pose_with_covariance.pose; - const auto & object_velocity = - predicted_object.kinematics.initial_twist_with_covariance.twist.linear.x; const auto predicted_path = getHighestConfidencePredictedPath(predicted_object); const auto resampled_predicted_path = perception_utils::resamplePredictedPath( predicted_path, obstacle_filtering_param_.prediction_resampling_time_interval, @@ -971,23 +926,14 @@ double ObstacleCruisePlannerNode::calcCollisionTimeMargin( : std::abs(vehicle_info_.min_longitudinal_offset_m); const double dist_from_ego_to_obstacle = motion_utils::calcSignedArcLength( - decimated_traj.points, current_pose.position, nearest_collision_point) - + decimated_traj.points, current_pose.position, collision_points.front().point) - abs_ego_offset; return dist_from_ego_to_obstacle / std::max(1e-6, std::abs(current_vel)); }(); - const double time_to_obstacle_getting_out = [&]() { - const auto obstacle_getting_out_idx = polygon_utils::getFirstNonCollisionIndex( - decimated_traj_polygons, resampled_predicted_path, predicted_object.shape, first_within_idx); - if (!obstacle_getting_out_idx) { - return std::numeric_limits::max(); - } - - const double dist_to_obstacle_getting_out = motion_utils::calcSignedArcLength( - decimated_traj.points, object_pose.position, obstacle_getting_out_idx.get()); - - return dist_to_obstacle_getting_out / object_velocity; - }(); + const double time_to_obstacle_getting_out = (rclcpp::Time(collision_points.back().header.stamp) - + rclcpp::Time(collision_points.front().header.stamp)) + .seconds(); return time_to_collision - time_to_obstacle_getting_out; } diff --git a/planning/obstacle_cruise_planner/src/polygon_utils.cpp b/planning/obstacle_cruise_planner/src/polygon_utils.cpp index 7bd486306f680..7d63199ce2fa2 100644 --- a/planning/obstacle_cruise_planner/src/polygon_utils.cpp +++ b/planning/obstacle_cruise_planner/src/polygon_utils.cpp @@ -14,6 +14,7 @@ #include "obstacle_cruise_planner/polygon_utils.hpp" +#include "motion_utils/trajectory/trajectory.hpp" #include "tier4_autoware_utils/geometry/boost_polygon_utils.hpp" namespace @@ -86,13 +87,21 @@ Polygon2d createOneStepPolygon( namespace polygon_utils { -boost::optional getFirstCollisionIndex( - const std::vector & traj_polygons, const Polygon2d & obj_polygon, - const std_msgs::msg::Header & obj_header, - std::vector & collision_geom_points) +boost::optional getCollisionIndex( + const autoware_auto_planning_msgs::msg::Trajectory & traj, + const std::vector & traj_polygons, const geometry_msgs::msg::PoseStamped & obj_pose, + const autoware_auto_perception_msgs::msg::Shape & shape, + std::vector & collision_geom_points, const double max_dist) { + const auto obj_polygon = tier4_autoware_utils::toPolygon2d(obj_pose.pose, shape); for (size_t i = 0; i < traj_polygons.size(); ++i) { - std::deque collision_polygons; + const double approximated_dist = + tier4_autoware_utils::calcDistance2d(traj.points.at(i).pose, obj_pose.pose); + if (approximated_dist > max_dist) { + continue; + } + + std::vector collision_polygons; boost::geometry::intersection(traj_polygons.at(i), obj_polygon, collision_polygons); bool has_collision = false; @@ -102,7 +111,7 @@ boost::optional getFirstCollisionIndex( for (const auto & collision_point : collision_polygon.outer()) { geometry_msgs::msg::PointStamped collision_geom_point; - collision_geom_point.header = obj_header; + collision_geom_point.header = obj_pose.header; collision_geom_point.point.x = collision_point.x(); collision_geom_point.point.y = collision_point.y(); collision_geom_points.push_back(collision_geom_point); @@ -118,106 +127,74 @@ boost::optional getFirstCollisionIndex( return {}; } -boost::optional getFirstNonCollisionIndex( - const std::vector & traj_polygons, +std::vector getCollisionPoints( + const autoware_auto_planning_msgs::msg::Trajectory & traj, + const std::vector & traj_polygons, const std_msgs::msg::Header & obj_header, const autoware_auto_perception_msgs::msg::PredictedPath & predicted_path, - const autoware_auto_perception_msgs::msg::Shape & shape, const size_t start_idx) + const autoware_auto_perception_msgs::msg::Shape & shape, const rclcpp::Time & current_time, + const double vehicle_max_longitudinal_offset, const bool is_driving_forward, + const double max_dist, const double max_prediction_time_for_collision_check) { - constexpr double epsilon = 1e-3; - - size_t latest_collision_idx = start_idx; - for (const auto & path_point : predicted_path.path) { - const auto obj_polygon = tier4_autoware_utils::toPolygon2d(path_point, shape); - for (size_t i = start_idx; i < traj_polygons.size(); ++i) { - const double dist = bg::distance(traj_polygons.at(i), obj_polygon); - if (dist <= epsilon) { - latest_collision_idx = i; - break; - } - if (i == traj_polygons.size() - 1) { - return latest_collision_idx; - } + std::vector collision_points; + for (size_t i = 0; i < predicted_path.path.size(); ++i) { + if ( + max_prediction_time_for_collision_check < + rclcpp::Duration(predicted_path.time_step).seconds() * static_cast(i)) { + break; + } + + const auto object_time = + rclcpp::Time(obj_header.stamp) + rclcpp::Duration(predicted_path.time_step) * i; + // Ignore past position + if ((object_time - current_time).seconds() < 0.0) { + continue; + } + + geometry_msgs::msg::PoseStamped obj_pose; + obj_pose.header.frame_id = obj_header.frame_id; + obj_pose.header.stamp = object_time; + obj_pose.pose = predicted_path.path.at(i); + + std::vector current_collision_points; + const auto collision_idx = + getCollisionIndex(traj, traj_polygons, obj_pose, shape, current_collision_points, max_dist); + if (collision_idx) { + const auto nearest_collision_point = calcNearestCollisionPoint( + *collision_idx, current_collision_points, traj, vehicle_max_longitudinal_offset, + is_driving_forward); + collision_points.push_back(nearest_collision_point); } } - return {}; + + return collision_points; } -boost::optional willCollideWithSurroundObstacle( +std::vector willCollideWithSurroundObstacle( const autoware_auto_planning_msgs::msg::Trajectory & traj, const std::vector & traj_polygons, const std_msgs::msg::Header & obj_header, const autoware_auto_perception_msgs::msg::PredictedPath & predicted_path, - const autoware_auto_perception_msgs::msg::Shape & shape, const double max_dist, - const double ego_obstacle_overlap_time_threshold, + const autoware_auto_perception_msgs::msg::Shape & shape, const rclcpp::Time & current_time, + const double max_dist, const double ego_obstacle_overlap_time_threshold, const double max_prediction_time_for_collision_check, - std::vector & collision_geom_points) + const double vehicle_max_longitudinal_offset, const bool is_driving_forward) { - constexpr double epsilon = 1e-3; + const auto collision_points = getCollisionPoints( + traj, traj_polygons, obj_header, predicted_path, shape, current_time, + vehicle_max_longitudinal_offset, is_driving_forward, max_dist, + max_prediction_time_for_collision_check); - bool is_found = false; - size_t start_predicted_path_idx = 0; - for (size_t i = 0; i < predicted_path.path.size(); ++i) { - const auto & path_point = predicted_path.path.at(i); - if ( - max_prediction_time_for_collision_check < - rclcpp::Duration(predicted_path.time_step).seconds() * static_cast(i)) { - return {}; - } - - for (size_t j = 0; j < traj.points.size(); ++j) { - const auto & traj_point = traj.points.at(j); - const double approximated_dist = - tier4_autoware_utils::calcDistance2d(path_point.position, traj_point.pose.position); - if (approximated_dist > max_dist) { - continue; - } + if (collision_points.empty()) { + return {}; + } - const auto & traj_polygon = traj_polygons.at(j); - const auto obj_polygon = tier4_autoware_utils::toPolygon2d(path_point, shape); - const double dist = bg::distance(traj_polygon, obj_polygon); - - if (dist < epsilon) { - if (!is_found) { - // calculate collision point by polygon collision - std::deque collision_polygons; - boost::geometry::intersection(traj_polygon, obj_polygon, collision_polygons); - - bool has_collision = false; - for (const auto & collision_polygon : collision_polygons) { - if (boost::geometry::area(collision_polygon) > 0.0) { - has_collision = true; - - for (const auto & collision_point : collision_polygon.outer()) { - geometry_msgs::msg::PointStamped collision_geom_point; - const auto collision_time = - rclcpp::Time(obj_header.stamp) + rclcpp::Duration(predicted_path.time_step) * i; - collision_geom_point.header.frame_id = obj_header.frame_id; - collision_geom_point.header.stamp = collision_time; - collision_geom_point.point.x = collision_point.x(); - collision_geom_point.point.y = collision_point.y(); - collision_geom_points.push_back(collision_geom_point); - } - } - } - - if (has_collision) { - start_predicted_path_idx = i; - is_found = true; - } - } else { - const double overlap_time = (static_cast(i) - start_predicted_path_idx) * - rclcpp::Duration(predicted_path.time_step).seconds(); - if (ego_obstacle_overlap_time_threshold < overlap_time) { - return j; - } - } - } else { - is_found = false; - } - } + const double overlap_time = (rclcpp::Time(collision_points.back().header.stamp) - + rclcpp::Time(collision_points.front().header.stamp)) + .seconds(); + if (overlap_time < ego_obstacle_overlap_time_threshold) { + return {}; } - collision_geom_points.clear(); - return {}; + return collision_points; } std::vector createOneStepPolygons( @@ -240,4 +217,44 @@ std::vector createOneStepPolygons( } return polygons; } + +geometry_msgs::msg::PointStamped calcNearestCollisionPoint( + const size_t & first_within_idx, + const std::vector & collision_points, + const autoware_auto_planning_msgs::msg::Trajectory & decimated_traj, + const double vehicle_max_longitudinal_offset, const bool is_driving_forward) +{ + std::array segment_points; + if (first_within_idx == 0) { + const auto & traj_front_pose = decimated_traj.points.at(0).pose; + const auto front_pos = tier4_autoware_utils::calcOffsetPose( + traj_front_pose, vehicle_max_longitudinal_offset, 0.0, 0.0) + .position; + if (is_driving_forward) { + segment_points.at(0) = traj_front_pose.position; + segment_points.at(1) = front_pos; + } else { + segment_points.at(0) = front_pos; + segment_points.at(1) = traj_front_pose.position; + } + } else { + const size_t seg_idx = first_within_idx - 1; + segment_points.at(0) = decimated_traj.points.at(seg_idx).pose.position; + segment_points.at(1) = decimated_traj.points.at(seg_idx + 1).pose.position; + } + + size_t min_idx = 0; + double min_dist = std::numeric_limits::max(); + for (size_t cp_idx = 0; cp_idx < collision_points.size(); ++cp_idx) { + const auto & collision_point = collision_points.at(cp_idx); + const double dist = + motion_utils::calcLongitudinalOffsetToSegment(segment_points, 0, collision_point.point); + if (dist < min_dist) { + min_dist = dist; + min_idx = cp_idx; + } + } + + return collision_points.at(min_idx); +} } // namespace polygon_utils From c13f26b871452a233865fb408479b660d1cc8643 Mon Sep 17 00:00:00 2001 From: Zulfaqar Azmi <93502286+zulfaqar-azmi-t4@users.noreply.github.com> Date: Mon, 29 Aug 2022 23:27:45 +0900 Subject: [PATCH 06/64] feat(behavior_path_planner): revise lane change module (#1139) * feat(behavior_path_planner): revise lane change module Signed-off-by: Muhammad Zulfaqar Azmi Refactoring and renaming Remove some of the unused variables Signed-off-by: Muhammad Zulfaqar Azmi Add longitudinal threshold and modify default param Signed-off-by: Muhammad Zulfaqar Azmi fix error after rebase Signed-off-by: Muhammad Zulfaqar Azmi * refactor and copy predicted if not empty Signed-off-by: Muhammad Zulfaqar Azmi * Include abort parameters and reorganize parameters declaration Signed-off-by: Muhammad Zulfaqar Azmi Signed-off-by: Muhammad Zulfaqar Azmi --- .../config/behavior_path_planner.param.yaml | 7 + .../config/lane_change/lane_change.param.yaml | 32 +- .../behavior_path_planner/parameters.hpp | 8 + .../lane_change/lane_change_module.hpp | 8 +- .../scene_module/lane_change/util.hpp | 28 +- .../behavior_path_planner/utilities.hpp | 82 +++- .../src/behavior_path_planner_node.cpp | 22 +- .../lane_change/lane_change_module.cpp | 73 +-- .../src/scene_module/lane_change/util.cpp | 250 ++++------ .../behavior_path_planner/src/utilities.cpp | 450 +++++++++++++++--- .../test/test_lane_change_utils.cpp | 37 ++ 11 files changed, 675 insertions(+), 322 deletions(-) create mode 100644 planning/behavior_path_planner/test/test_lane_change_utils.cpp diff --git a/planning/behavior_path_planner/config/behavior_path_planner.param.yaml b/planning/behavior_path_planner/config/behavior_path_planner.param.yaml index f0889cc638c02..0b643151aa03b 100644 --- a/planning/behavior_path_planner/config/behavior_path_planner.param.yaml +++ b/planning/behavior_path_planner/config/behavior_path_planner.param.yaml @@ -20,3 +20,10 @@ path_interval: 2.0 visualize_drivable_area_for_shared_linestrings_lanelet: true + + lateral_distance_max_threshold: 5.0 + longitudinal_distance_min_threshold: 3.0 + expected_front_deceleration: -1.0 + expected_rear_deceleration: -1.0 + rear_vehicle_reaction_time: 2.0 + rear_vehicle_safety_time_margin: 2.0 diff --git a/planning/behavior_path_planner/config/lane_change/lane_change.param.yaml b/planning/behavior_path_planner/config/lane_change/lane_change.param.yaml index 86226a95ce561..5ef1d10980184 100644 --- a/planning/behavior_path_planner/config/lane_change/lane_change.param.yaml +++ b/planning/behavior_path_planner/config/lane_change/lane_change.param.yaml @@ -1,19 +1,19 @@ /**: ros__parameters: lane_change: - min_stop_distance: 5.0 - stop_time: 2.0 - hysteresis_buffer_distance: 2.0 - lane_change_prepare_duration: 4.0 - lane_changing_duration: 8.0 - lane_change_finish_judge_buffer: 3.0 - minimum_lane_change_velocity: 5.6 - prediction_duration: 8.0 - prediction_time_resolution: 0.5 - static_obstacle_velocity_thresh: 1.5 - maximum_deceleration: 1.0 - enable_abort_lane_change: false - enable_collision_check_at_prepare_phase: false - use_predicted_path_outside_lanelet: false - use_all_predicted_path: false - enable_blocked_by_obstacle: false + lane_change_prepare_duration: 4.0 # [s] + lane_changing_duration: 8.0 # [s] + minimum_lane_change_prepare_distance: 4.0 # [m] + lane_change_finish_judge_buffer: 3.0 # [m] + minimum_lane_change_velocity: 5.6 # [m/s] + prediction_time_resolution: 0.5 # [s] + maximum_deceleration: 1.0 # [m/s2] + lane_change_sampling_num: 10 + abort_lane_change_velocity_thresh: 0.5 + abort_lane_change_angle_thresh: 10.0 # [deg] + abort_lane_change_distance_thresh: 0.3 # [m] + enable_abort_lane_change: true + enable_collision_check_at_prepare_phase: true + use_predicted_path_outside_lanelet: true + use_all_predicted_path: true + publish_debug_marker: true diff --git a/planning/behavior_path_planner/include/behavior_path_planner/parameters.hpp b/planning/behavior_path_planner/include/behavior_path_planner/parameters.hpp index 050bbaa616e1c..295b613c03291 100644 --- a/planning/behavior_path_planner/include/behavior_path_planner/parameters.hpp +++ b/planning/behavior_path_planner/include/behavior_path_planner/parameters.hpp @@ -56,6 +56,14 @@ struct BehaviorPathPlannerParameters // drivable area visualization bool visualize_drivable_area_for_shared_linestrings_lanelet; + + // collision check + double lateral_distance_max_threshold; + double longitudinal_distance_min_threshold; + double expected_front_deceleration; + double expected_rear_deceleration; + double rear_vehicle_reaction_time; + double rear_vehicle_safety_time_margin; }; #endif // BEHAVIOR_PATH_PLANNER__PARAMETERS_HPP_ diff --git a/planning/behavior_path_planner/include/behavior_path_planner/scene_module/lane_change/lane_change_module.hpp b/planning/behavior_path_planner/include/behavior_path_planner/scene_module/lane_change/lane_change_module.hpp index 7813661a31f02..b649e38cf2833 100644 --- a/planning/behavior_path_planner/include/behavior_path_planner/scene_module/lane_change/lane_change_module.hpp +++ b/planning/behavior_path_planner/include/behavior_path_planner/scene_module/lane_change/lane_change_module.hpp @@ -34,16 +34,12 @@ using autoware_auto_planning_msgs::msg::PathWithLaneId; struct LaneChangeParameters { - double min_stop_distance; - double stop_time; - double hysteresis_buffer_distance; double lane_change_prepare_duration; double lane_changing_duration; + double minimum_lane_change_prepare_distance; double lane_change_finish_judge_buffer; double minimum_lane_change_velocity; - double prediction_duration; double prediction_time_resolution; - double static_obstacle_velocity_thresh; double maximum_deceleration; int lane_change_sampling_num; double abort_lane_change_velocity_thresh; @@ -53,7 +49,6 @@ struct LaneChangeParameters bool enable_collision_check_at_prepare_phase; bool use_predicted_path_outside_lanelet; bool use_all_predicted_path; - bool enable_blocked_by_obstacle; }; struct LaneChangeStatus @@ -167,7 +162,6 @@ class LaneChangeModule : public SceneModuleInterface void updateLaneChangeStatus(); bool isSafe() const; - bool isLaneBlocked(const lanelet::ConstLanelets & lanes) const; bool isNearEndOfLane() const; bool isCurrentSpeedLow() const; bool isAbortConditionSatisfied() const; diff --git a/planning/behavior_path_planner/include/behavior_path_planner/scene_module/lane_change/util.hpp b/planning/behavior_path_planner/include/behavior_path_planner/scene_module/lane_change/util.hpp index 9846e36e3aaef..251fad73f077f 100644 --- a/planning/behavior_path_planner/include/behavior_path_planner/scene_module/lane_change/util.hpp +++ b/planning/behavior_path_planner/include/behavior_path_planner/scene_module/lane_change/util.hpp @@ -31,25 +31,30 @@ #include #include -namespace behavior_path_planner -{ -namespace lane_change_utils +namespace behavior_path_planner::lane_change_utils { +using autoware_auto_perception_msgs::msg::PredictedObject; using autoware_auto_perception_msgs::msg::PredictedObjects; using autoware_auto_perception_msgs::msg::PredictedPath; using autoware_auto_planning_msgs::msg::PathWithLaneId; using geometry_msgs::msg::Pose; using geometry_msgs::msg::Twist; +using tier4_autoware_utils::Polygon2d; PathWithLaneId combineReferencePath(const PathWithLaneId path1, const PathWithLaneId path2); bool isPathInLanelets( const PathWithLaneId & path, const lanelet::ConstLanelets & original_lanelets, const lanelet::ConstLanelets & target_lanelets); +double getExpectedVelocityWhenDecelerate( + const double & current_velocity, const double & expected_acceleration, + const double & lane_change_prepare_duration); +double getDistanceWhenDecelerate( + const double & velocity, const double & expected_acceleration, const double & duration, + const double & minimum_distance); std::vector getLaneChangePaths( const RouteHandler & route_handler, const lanelet::ConstLanelets & original_lanelets, const lanelet::ConstLanelets & target_lanelets, const Pose & pose, const Twist & twist, - const BehaviorPathPlannerParameters & common_parameter, - const behavior_path_planner::LaneChangeParameters & parameter); + const BehaviorPathPlannerParameters & common_parameter, const LaneChangeParameters & parameter); std::vector selectValidPaths( const std::vector & paths, const lanelet::ConstLanelets & current_lanes, const lanelet::ConstLanelets & target_lanes, @@ -59,23 +64,20 @@ bool selectSafePath( const std::vector & paths, const lanelet::ConstLanelets & current_lanes, const lanelet::ConstLanelets & target_lanes, const PredictedObjects::ConstSharedPtr dynamic_objects, const Pose & current_pose, - const Twist & current_twist, const double vehicle_width, - const behavior_path_planner::LaneChangeParameters & ros_parameters, - LaneChangePath * selected_path); + const Twist & current_twist, const BehaviorPathPlannerParameters & common_parameters, + const LaneChangeParameters & ros_parameters, LaneChangePath * selected_path); bool isLaneChangePathSafe( const PathWithLaneId & path, const lanelet::ConstLanelets & current_lanes, const lanelet::ConstLanelets & target_lanes, const PredictedObjects::ConstSharedPtr dynamic_objects, const Pose & current_pose, - const Twist & current_twist, const double vehicle_width, - const behavior_path_planner::LaneChangeParameters & ros_parameters, const bool use_buffer = true, + const Twist & current_twist, const BehaviorPathPlannerParameters & common_parameters, + const LaneChangeParameters & lane_change_parameters, const bool use_buffer = true, const double acceleration = 0.0); bool hasEnoughDistance( const LaneChangePath & path, const lanelet::ConstLanelets & current_lanes, const lanelet::ConstLanelets & target_lanes, const Pose & current_pose, const bool isInGoalRouteSection, const Pose & goal_pose, const lanelet::routing::RoutingGraphContainer & overall_graphs); -bool isObjectFront(const Pose & ego_pose, const Pose & obj_pose); -} // namespace lane_change_utils -} // namespace behavior_path_planner +} // namespace behavior_path_planner::lane_change_utils #endif // BEHAVIOR_PATH_PLANNER__SCENE_MODULE__LANE_CHANGE__UTIL_HPP_ diff --git a/planning/behavior_path_planner/include/behavior_path_planner/utilities.hpp b/planning/behavior_path_planner/include/behavior_path_planner/utilities.hpp index bd88c63163f87..dd7308fd507c6 100644 --- a/planning/behavior_path_planner/include/behavior_path_planner/utilities.hpp +++ b/planning/behavior_path_planner/include/behavior_path_planner/utilities.hpp @@ -54,6 +54,8 @@ using autoware_auto_perception_msgs::msg::ObjectClassification; using autoware_auto_perception_msgs::msg::PredictedObject; using autoware_auto_perception_msgs::msg::PredictedObjects; using autoware_auto_perception_msgs::msg::PredictedPath; + +using autoware_auto_perception_msgs::msg::Shape; using autoware_auto_planning_msgs::msg::Path; using autoware_auto_planning_msgs::msg::PathPointWithLaneId; using autoware_auto_planning_msgs::msg::PathWithLaneId; @@ -66,7 +68,10 @@ using geometry_msgs::msg::Vector3; using nav_msgs::msg::OccupancyGrid; using route_handler::RouteHandler; using tier4_autoware_utils::LineString2d; +using tier4_autoware_utils::Point2d; using tier4_autoware_utils::Polygon2d; +namespace bg = boost::geometry; +using geometry_msgs::msg::Pose; struct FrenetCoordinate3d { @@ -74,6 +79,20 @@ struct FrenetCoordinate3d double distance{0.0}; // lateral }; +struct ProjectedDistancePoint +{ + Point2d projected_point; + double distance{0.0}; +}; + +template > +ProjectedDistancePoint pointToSegment( + const Point2d & reference_point, const Point2d & point_from_ego, + const Point2d & point_from_object); + +void getProjectedDistancePointFromPolygons( + const Polygon2d & ego_polygon, const Polygon2d & object_polygon, Pose & point_on_ego, + Pose & point_on_object); // data conversions Path convertToPathFromPathWithLaneId(const PathWithLaneId & path_with_lane_id); @@ -86,7 +105,8 @@ PoseArray convertToGeometryPoseArray(const PathWithLaneId & path); PredictedPath convertToPredictedPath( const PathWithLaneId & path, const Twist & vehicle_twist, const Pose & vehicle_pose, - const double duration, const double resolution, const double acceleration); + const double duration, const double resolution, const double acceleration, + double min_speed = 1.0); FrenetCoordinate3d convertToFrenetCoordinate3d( const std::vector & linestring, const Point & search_point_geom); @@ -285,7 +305,67 @@ lanelet::ConstLanelets getExtendedCurrentLanes( lanelet::ConstLanelets calcLaneAroundPose( const std::shared_ptr route_handler, const geometry_msgs::msg::Pose & pose, const double forward_length, const double backward_length); +Polygon2d convertBoundingBoxObjectToGeometryPolygon( + const Pose & current_pose, const double & length, const double & width); + +Polygon2d convertCylindricalObjectToGeometryPolygon( + const Pose & current_pose, const Shape & obj_shape); + +Polygon2d convertPolygonObjectToGeometryPolygon(const Pose & current_pose, const Shape & obj_shape); + +std::vector getPredictedPathFromObj( + const PredictedObject & obj, const bool & is_use_all_predicted_path); + +Pose projectCurrentPoseToTarget(const Pose & desired_object, const Pose & target_object); + +bool getEgoExpectedPoseAndConvertToPolygon( + const Pose & current_pose, const PredictedPath & pred_path, Pose & expected_pose, + tier4_autoware_utils::Polygon2d & ego_polygon, const double & check_current_time, + const double & length, const double & width); + +bool getObjectExpectedPoseAndConvertToPolygon( + const PredictedPath & pred_path, const PredictedObject & object, Pose & expected_pose, + Polygon2d & obj_polygon, const double & check_current_time); + +bool isObjectFront(const Pose & ego_pose, const Pose & obj_pose); + +bool isObjectFront(const Pose & projected_ego_pose); + +double stoppingDistance(const double & vehicle_velocity, const double & vehicle_accel); + +double frontVehicleStopDistance( + const double & front_vehicle_velocity, const double & front_vehicle_accel, + const double & distance_to_collision); + +double rearVehicleStopDistance( + const double & rear_vehicle_velocity, const double & rear_vehicle_accel, + const double & rear_vehicle_reaction_time, const double & rear_vehicle_safety_time_margin); + +bool isLongitudinalDistanceEnough( + const double & rear_vehicle_stop_threshold, const double & front_vehicle_stop_threshold); + +bool hasEnoughDistance( + const Pose & expected_ego_pose, const Twist & ego_current_twist, + const Pose & expected_object_pose, const Twist & object_current_twist, + const BehaviorPathPlannerParameters & param); + +bool isLateralDistanceEnough( + const double & relative_lateral_distance, const double & lateral_distance_threshold); + +bool isSafeInLaneletCollisionCheck( + const Pose & ego_current_pose, const Twist & ego_current_twist, + const PredictedPath & ego_predicted_path, const double & ego_vehicle_length, + const double & ego_vehicle_width, const double & check_start_time, const double & check_end_time, + const double & check_time_resolution, const PredictedObject & target_object, + const PredictedPath & target_object_path, + const BehaviorPathPlannerParameters & common_parameters); +bool isSafeInFreeSpaceCollisionCheck( + const Pose & ego_current_pose, const Twist & ego_current_twist, + const PredictedPath & ego_predicted_path, const double & ego_vehicle_length, + const double & ego_vehicle_width, const double & check_start_time, const double & check_end_time, + const double & check_time_resolution, const PredictedObject & target_object, + const BehaviorPathPlannerParameters & common_parameters); } // namespace behavior_path_planner::util #endif // BEHAVIOR_PATH_PLANNER__UTILITIES_HPP_ diff --git a/planning/behavior_path_planner/src/behavior_path_planner_node.cpp b/planning/behavior_path_planner/src/behavior_path_planner_node.cpp index d962e36886d35..e0a423878e3c3 100644 --- a/planning/behavior_path_planner/src/behavior_path_planner_node.cpp +++ b/planning/behavior_path_planner/src/behavior_path_planner_node.cpp @@ -204,6 +204,13 @@ BehaviorPathPlannerParameters BehaviorPathPlannerNode::getCommonParam() p.visualize_drivable_area_for_shared_linestrings_lanelet = declare_parameter("visualize_drivable_area_for_shared_linestrings_lanelet", true); + p.lateral_distance_max_threshold = declare_parameter("lateral_distance_max_threshold", 3.0); + p.longitudinal_distance_min_threshold = + declare_parameter("longitudinal_distance_min_threshold", 3.0); + p.expected_front_deceleration = declare_parameter("expected_front_deceleration", -1.0); + p.expected_rear_deceleration = declare_parameter("expected_rear_deceleration", -1.0); + p.rear_vehicle_reaction_time = declare_parameter("rear_vehicle_reaction_time", 2.0); + p.rear_vehicle_safety_time_margin = declare_parameter("rear_vehicle_safety_time_margin", 2.0); return p; } @@ -307,27 +314,22 @@ LaneChangeParameters BehaviorPathPlannerNode::getLaneChangeParam() }; LaneChangeParameters p{}; - p.min_stop_distance = dp("min_stop_distance", 5.0); - p.stop_time = dp("stop_time", 2.0); - p.hysteresis_buffer_distance = dp("hysteresis_buffer_distance", 2.0); p.lane_change_prepare_duration = dp("lane_change_prepare_duration", 2.0); p.lane_changing_duration = dp("lane_changing_duration", 4.0); + p.minimum_lane_change_prepare_distance = dp("minimum_lane_change_prepare_distance", 4.0); p.lane_change_finish_judge_buffer = dp("lane_change_finish_judge_buffer", 3.0); p.minimum_lane_change_velocity = dp("minimum_lane_change_velocity", 8.3); - p.prediction_duration = dp("prediction_duration", 8.0); p.prediction_time_resolution = dp("prediction_time_resolution", 0.5); - p.static_obstacle_velocity_thresh = dp("static_obstacle_velocity_thresh", 0.1); p.maximum_deceleration = dp("maximum_deceleration", 1.0); p.lane_change_sampling_num = dp("lane_change_sampling_num", 10); - p.enable_abort_lane_change = dp("enable_abort_lane_change", true); - p.enable_collision_check_at_prepare_phase = dp("enable_collision_check_at_prepare_phase", true); - p.use_predicted_path_outside_lanelet = dp("use_predicted_path_outside_lanelet", true); - p.use_all_predicted_path = dp("use_all_predicted_path", false); p.abort_lane_change_velocity_thresh = dp("abort_lane_change_velocity_thresh", 0.5); p.abort_lane_change_angle_thresh = dp("abort_lane_change_angle_thresh", tier4_autoware_utils::deg2rad(10.0)); p.abort_lane_change_distance_thresh = dp("abort_lane_change_distance_thresh", 0.3); - p.enable_blocked_by_obstacle = dp("enable_blocked_by_obstacle", false); + p.enable_abort_lane_change = dp("enable_abort_lane_change", true); + p.enable_collision_check_at_prepare_phase = dp("enable_collision_check_at_prepare_phase", true); + p.use_predicted_path_outside_lanelet = dp("use_predicted_path_outside_lanelet", true); + p.use_all_predicted_path = dp("use_all_predicted_path", false); // validation of parameters if (p.lane_change_sampling_num < 1) { diff --git a/planning/behavior_path_planner/src/scene_module/lane_change/lane_change_module.cpp b/planning/behavior_path_planner/src/scene_module/lane_change/lane_change_module.cpp index 47c69274564ea..f0f5b932935a4 100644 --- a/planning/behavior_path_planner/src/scene_module/lane_change/lane_change_module.cpp +++ b/planning/behavior_path_planner/src/scene_module/lane_change/lane_change_module.cpp @@ -16,6 +16,7 @@ #include "behavior_path_planner/path_utilities.hpp" #include "behavior_path_planner/scene_module/lane_change/util.hpp" +#include "behavior_path_planner/scene_module/scene_module_interface.hpp" #include "behavior_path_planner/utilities.hpp" #include @@ -94,9 +95,8 @@ bool LaneChangeModule::isExecutionRequested() const const auto lane_change_lanes = getLaneChangeLanes(current_lanes, lane_change_lane_length_); // Find lane change path - bool found_valid_path, found_safe_path; LaneChangePath selected_path; - std::tie(found_valid_path, found_safe_path) = + const auto [found_valid_path, found_safe_path] = getSafePath(lane_change_lanes, check_distance_, selected_path); return found_valid_path; @@ -112,13 +112,11 @@ bool LaneChangeModule::isExecutionReady() const const auto current_lanes = getCurrentLanes(); const auto lane_change_lanes = getLaneChangeLanes(current_lanes, lane_change_lane_length_); - // Find lane change path - bool found_valid_path, found_safe_path; LaneChangePath selected_path; - std::tie(found_valid_path, found_safe_path) = + const auto [found_valid_path, found_safe_path] = getSafePath(lane_change_lanes, check_distance_, selected_path); - return found_safe_path && !isLaneBlocked(lane_change_lanes); + return found_safe_path; } BT::NodeStatus LaneChangeModule::updateState() @@ -182,13 +180,15 @@ CandidateOutput LaneChangeModule::planCandidate() const const auto current_lanes = getCurrentLanes(); const auto lane_change_lanes = getLaneChangeLanes(current_lanes, lane_change_lane_length_); - // Find lane change path - bool found_valid_path, found_safe_path; LaneChangePath selected_path; - std::tie(found_valid_path, found_safe_path) = + [[maybe_unused]] const auto [found_valid_path, found_safe_path] = getSafePath(lane_change_lanes, check_distance_, selected_path); selected_path.path.header = planner_data_->route_handler->getRouteHeader(); + if (selected_path.path.points.empty()) { + return output; + } + const auto start_idx = selected_path.shift_point.start_idx; const auto end_idx = selected_path.shift_point.end_idx; @@ -228,9 +228,8 @@ void LaneChangeModule::updateLaneChangeStatus() status_.lane_change_lanes = lane_change_lanes; // Find lane change path - bool found_valid_path, found_safe_path; LaneChangePath selected_path; - std::tie(found_valid_path, found_safe_path) = + const auto [found_valid_path, found_safe_path] = getSafePath(lane_change_lanes, check_distance_, selected_path); // Update status @@ -390,7 +389,7 @@ std::pair LaneChangeModule::getSafePath( // select safe path bool found_safe_path = lane_change_utils::selectSafePath( valid_paths, current_lanes, check_lanes, planner_data_->dynamic_object, current_pose, - current_twist, common_parameters.vehicle_width, parameters_, &safe_path); + current_twist, common_parameters, parameters_, &safe_path); return std::make_pair(true, found_safe_path); } @@ -416,54 +415,6 @@ bool LaneChangeModule::isCurrentSpeedLow() const return util::l2Norm(current_twist.linear) < threshold_kmph * 1000 / 3600; } -bool LaneChangeModule::isLaneBlocked(const lanelet::ConstLanelets & lanes) const -{ - const auto & route_handler = planner_data_->route_handler; - const auto current_pose = planner_data_->self_pose->pose; - - const auto current_lanes = getCurrentLanes(); - - const auto arc = lanelet::utils::getArcCoordinates(lanes, current_pose); - constexpr double max_check_distance = 100; - double static_obj_velocity_thresh = parameters_.static_obstacle_velocity_thresh; - const double lane_changeable_distance_left = - route_handler->getLaneChangeableDistance(current_pose, LaneChangeDirection::LEFT); - const double lane_changeable_distance_right = - route_handler->getLaneChangeableDistance(current_pose, LaneChangeDirection::RIGHT); - const double lane_changeable_distance = - std::max(lane_changeable_distance_left, lane_changeable_distance_right); - const double check_distance = std::min(max_check_distance, lane_changeable_distance); - const auto polygon = - lanelet::utils::getPolygonFromArcLength(lanes, arc.length, arc.length + check_distance); - - if (polygon.size() < 3) { - RCLCPP_WARN_STREAM( - getLogger(), "could not get polygon from lanelet with arc lengths: " - << arc.length << " to " << arc.length + check_distance); - return false; - } - - for (const auto & obj : planner_data_->dynamic_object->objects) { - const auto label = util::getHighestProbLabel(obj.classification); - if ( - label == ObjectClassification::CAR || label == ObjectClassification::TRUCK || - label == ObjectClassification::BUS || label == ObjectClassification::MOTORCYCLE) { - const auto velocity = util::l2Norm(obj.kinematics.initial_twist_with_covariance.twist.linear); - if (velocity < static_obj_velocity_thresh) { - const auto position = lanelet::utils::conversion::toLaneletPoint( - obj.kinematics.initial_pose_with_covariance.pose.position); - const auto distance = boost::geometry::distance( - lanelet::utils::to2D(position).basicPoint(), - lanelet::utils::to2D(polygon).basicPolygon()); - if (distance < std::numeric_limits::epsilon()) { - return true; - } - } - } - } - return false; -} - bool LaneChangeModule::isAbortConditionSatisfied() const { const auto & route_handler = planner_data_->route_handler; @@ -506,7 +457,7 @@ bool LaneChangeModule::isAbortConditionSatisfied() const is_path_safe = lane_change_utils::isLaneChangePathSafe( path.path, current_lanes, check_lanes, objects, current_pose, current_twist, - common_parameters.vehicle_width, parameters_, false, status_.lane_change_path.acceleration); + common_parameters, parameters_, false, status_.lane_change_path.acceleration); } // check vehicle velocity thresh diff --git a/planning/behavior_path_planner/src/scene_module/lane_change/util.cpp b/planning/behavior_path_planner/src/scene_module/lane_change/util.cpp index 250390eafdd67..6108de408472a 100644 --- a/planning/behavior_path_planner/src/scene_module/lane_change/util.cpp +++ b/planning/behavior_path_planner/src/scene_module/lane_change/util.cpp @@ -15,6 +15,7 @@ #include "behavior_path_planner/scene_module/lane_change/util.hpp" #include "behavior_path_planner/scene_module/utils/path_shifter.hpp" +#include "behavior_path_planner/utilities.hpp" #include #include @@ -30,9 +31,7 @@ #include #include -namespace behavior_path_planner -{ -namespace lane_change_utils +namespace behavior_path_planner::lane_change_utils { PathWithLaneId combineReferencePath(const PathWithLaneId path1, const PathWithLaneId path2) { @@ -67,7 +66,19 @@ bool isPathInLanelets( } return true; } +double getExpectedVelocityWhenDecelerate( + const double & velocity, const double & expected_acceleration, const double & duration) +{ + return velocity + expected_acceleration * duration; +} +double getDistanceWhenDecelerate( + const double & velocity, const double & expected_acceleration, const double & duration, + const double & minimum_distance) +{ + const auto distance = velocity * duration + 0.5 * expected_acceleration * std::pow(duration, 2); + return std::max(distance, minimum_distance); +} std::vector getLaneChangePaths( const RouteHandler & route_handler, const lanelet::ConstLanelets & original_lanelets, const lanelet::ConstLanelets & target_lanelets, const Pose & pose, const Twist & twist, @@ -80,17 +91,19 @@ std::vector getLaneChangePaths( } // rename parameter - const double backward_path_length = common_parameter.backward_path_length; - const double forward_path_length = common_parameter.forward_path_length; - const double lane_change_prepare_duration = parameter.lane_change_prepare_duration; - const double lane_changing_duration = parameter.lane_changing_duration; - const double minimum_lane_change_length = common_parameter.minimum_lane_change_length; - const double minimum_lane_change_velocity = parameter.minimum_lane_change_velocity; - const double maximum_deceleration = parameter.maximum_deceleration; - const int lane_change_sampling_num = parameter.lane_change_sampling_num; + const auto & backward_path_length = common_parameter.backward_path_length; + const auto & forward_path_length = common_parameter.forward_path_length; + const auto & lane_change_prepare_duration = parameter.lane_change_prepare_duration; + const auto & lane_changing_duration = parameter.lane_changing_duration; + const auto & minimum_lane_change_prepare_distance = + parameter.minimum_lane_change_prepare_distance; + const auto & minimum_lane_change_length = common_parameter.minimum_lane_change_length; + const auto & minimum_lane_change_velocity = parameter.minimum_lane_change_velocity; + const auto & maximum_deceleration = parameter.maximum_deceleration; + const auto & lane_change_sampling_num = parameter.lane_change_sampling_num; // get velocity - const double v0 = util::l2Norm(twist.linear); + const double current_velocity = util::l2Norm(twist.linear); constexpr double buffer = 1.0; // buffer for min_lane_change_length const double acceleration_resolution = std::abs(maximum_deceleration) / lane_change_sampling_num; @@ -100,23 +113,25 @@ std::vector getLaneChangePaths( for (double acceleration = 0.0; acceleration >= -maximum_deceleration; acceleration -= acceleration_resolution) { - PathWithLaneId reference_path{}; - const double v1 = v0 + acceleration * lane_change_prepare_duration; - const double v2 = v1 + acceleration * lane_changing_duration; + const double lane_change_prepare_velocity = getExpectedVelocityWhenDecelerate( + current_velocity, acceleration, lane_change_prepare_duration); + const double lane_changing_velocity = getExpectedVelocityWhenDecelerate( + lane_change_prepare_velocity, acceleration, lane_changing_duration); // skip if velocity becomes less than zero before finishing lane change - if (v2 < 0.0) { + if (lane_changing_velocity < 0.0) { continue; } // get path on original lanes - const double straight_distance = v0 * lane_change_prepare_duration + - 0.5 * acceleration * std::pow(lane_change_prepare_duration, 2); - double lane_change_distance = - v1 * lane_changing_duration + 0.5 * acceleration * std::pow(lane_changing_duration, 2); - lane_change_distance = std::max(lane_change_distance, minimum_lane_change_length); - - if (straight_distance < target_distance) { + const double prepare_distance = getDistanceWhenDecelerate( + current_velocity, acceleration, lane_change_prepare_duration, + minimum_lane_change_prepare_distance); + const double lane_changing_distance = getDistanceWhenDecelerate( + lane_change_prepare_velocity, acceleration, lane_changing_duration, + minimum_lane_change_length + buffer); + + if (prepare_distance < target_distance) { continue; } @@ -124,21 +139,21 @@ std::vector getLaneChangePaths( { const auto arc_position = lanelet::utils::getArcCoordinates(original_lanelets, pose); const double s_start = arc_position.length - backward_path_length; - const double s_end = arc_position.length + straight_distance; + const double s_end = arc_position.length + prepare_distance; reference_path1 = route_handler.getCenterLinePath(original_lanelets, s_start, s_end); } reference_path1.points.back().point.longitudinal_velocity_mps = std::min( reference_path1.points.back().point.longitudinal_velocity_mps, static_cast( - std::max(straight_distance / lane_change_prepare_duration, minimum_lane_change_velocity))); + std::max(prepare_distance / lane_change_prepare_duration, minimum_lane_change_velocity))); PathWithLaneId reference_path2{}; { const double lane_length = lanelet::utils::getLaneletLength2d(target_lanelets); const auto arc_position = lanelet::utils::getArcCoordinates(target_lanelets, pose); const int num = std::abs(route_handler.getNumLaneToPreferredLane(target_lanelets.back())); - double s_start = arc_position.length + straight_distance + lane_change_distance; + double s_start = arc_position.length + prepare_distance + lane_changing_distance; s_start = std::min(s_start, lane_length - num * minimum_lane_change_length); double s_end = s_start + forward_path_length; s_end = std::min(s_end, lane_length - num * (minimum_lane_change_length + buffer)); @@ -150,7 +165,7 @@ std::vector getLaneChangePaths( point.point.longitudinal_velocity_mps = std::min( point.point.longitudinal_velocity_mps, static_cast( - std::max(lane_change_distance / lane_changing_duration, minimum_lane_change_velocity))); + std::max(lane_changing_distance / lane_changing_duration, minimum_lane_change_velocity))); } if (reference_path1.points.empty() || reference_path2.points.empty()) { @@ -162,8 +177,8 @@ std::vector getLaneChangePaths( LaneChangePath candidate_path; candidate_path.acceleration = acceleration; - candidate_path.preparation_length = straight_distance; - candidate_path.lane_change_length = lane_change_distance; + candidate_path.preparation_length = prepare_distance; + candidate_path.lane_change_length = lane_changing_distance; PathWithLaneId target_lane_reference_path; { @@ -171,7 +186,7 @@ std::vector getLaneChangePaths( lanelet::utils::getArcCoordinates( target_lanelets, reference_path1.points.back().point.pose); double s_start = lane_change_start_arc_position.length; - double s_end = s_start + straight_distance + lane_change_distance + forward_path_length; + double s_end = s_start + prepare_distance + lane_changing_distance + forward_path_length; target_lane_reference_path = route_handler.getCenterLinePath(target_lanelets, s_start, s_end); } @@ -221,8 +236,8 @@ std::vector getLaneChangePaths( } point.point.longitudinal_velocity_mps = std::min( point.point.longitudinal_velocity_mps, - static_cast( - std::max(lane_change_distance / lane_changing_duration, minimum_lane_change_velocity))); + static_cast(std::max( + lane_changing_distance / lane_changing_duration, minimum_lane_change_velocity))); const auto nearest_idx = motion_utils::findNearestIndex(reference_path2.points, point.point.pose); point.lane_ids = reference_path2.points.at(*nearest_idx).lane_ids; @@ -272,18 +287,17 @@ bool selectSafePath( const std::vector & paths, const lanelet::ConstLanelets & current_lanes, const lanelet::ConstLanelets & target_lanes, const PredictedObjects::ConstSharedPtr dynamic_objects, const Pose & current_pose, - const Twist & current_twist, const double vehicle_width, + const Twist & current_twist, const BehaviorPathPlannerParameters & common_parameters, const LaneChangeParameters & ros_parameters, LaneChangePath * selected_path) { for (const auto & path : paths) { if (isLaneChangePathSafe( path.path, current_lanes, target_lanes, dynamic_objects, current_pose, current_twist, - vehicle_width, ros_parameters, true, path.acceleration)) { + common_parameters, ros_parameters, true, path.acceleration)) { *selected_path = path; return true; } } - // set first path for force lane change if no valid path found if (!paths.empty()) { *selected_path = paths.front(); @@ -292,7 +306,6 @@ bool selectSafePath( return false; } - bool hasEnoughDistance( const LaneChangePath & path, const lanelet::ConstLanelets & current_lanes, [[maybe_unused]] const lanelet::ConstLanelets & target_lanes, const Pose & current_pose, @@ -330,92 +343,62 @@ bool isLaneChangePathSafe( const PathWithLaneId & path, const lanelet::ConstLanelets & current_lanes, const lanelet::ConstLanelets & target_lanes, const PredictedObjects::ConstSharedPtr dynamic_objects, const Pose & current_pose, - const Twist & current_twist, const double vehicle_width, - const LaneChangeParameters & ros_parameters, const bool use_buffer, const double acceleration) + const Twist & current_twist, const BehaviorPathPlannerParameters & common_parameters, + const LaneChangeParameters & lane_change_parameters, const bool use_buffer, + const double acceleration) { - if (path.points.empty()) { - return false; - } - if (target_lanes.empty() || current_lanes.empty()) { - return false; - } if (dynamic_objects == nullptr) { return true; } - const auto arc = lanelet::utils::getArcCoordinates(current_lanes, current_pose); - constexpr double check_distance = 100.0; - // parameters - const double time_resolution = ros_parameters.prediction_time_resolution; - const double min_thresh = ros_parameters.min_stop_distance; - const double stop_time = ros_parameters.stop_time; - - double buffer; - double lateral_buffer; - if (use_buffer) { - buffer = ros_parameters.hysteresis_buffer_distance; - lateral_buffer = 0.5; - } else { - buffer = 0.0; - lateral_buffer = 0.0; - } - double current_lane_check_start_time = 0.0; - const double current_lane_check_end_time = - ros_parameters.lane_change_prepare_duration + ros_parameters.lane_changing_duration; - double target_lane_check_start_time = 0.0; - const double target_lane_check_end_time = - ros_parameters.lane_change_prepare_duration + ros_parameters.lane_changing_duration; - if (!ros_parameters.enable_collision_check_at_prepare_phase) { - current_lane_check_start_time = ros_parameters.lane_change_prepare_duration; - target_lane_check_start_time = ros_parameters.lane_change_prepare_duration; + if (path.points.empty() || target_lanes.empty() || current_lanes.empty()) { + return false; } + const double time_resolution = lane_change_parameters.prediction_time_resolution; + const auto & lane_change_prepare_duration = lane_change_parameters.lane_change_prepare_duration; + const auto & lane_changing_duration = lane_change_parameters.lane_changing_duration; + const double current_lane_check_start_time = + (!lane_change_parameters.enable_collision_check_at_prepare_phase) ? lane_change_prepare_duration + : 0.0; + const double current_lane_check_end_time = lane_change_prepare_duration + lane_changing_duration; + double target_lane_check_start_time = + (!lane_change_parameters.enable_collision_check_at_prepare_phase) ? lane_change_prepare_duration + : 0.0; + const double target_lane_check_end_time = lane_change_prepare_duration + lane_changing_duration; + constexpr double ego_predicted_path_min_speed{1.0}; + const auto vehicle_predicted_path = util::convertToPredictedPath( + path, current_twist, current_pose, target_lane_check_end_time, time_resolution, acceleration, + ego_predicted_path_min_speed); + + const auto arc = lanelet::utils::getArcCoordinates(current_lanes, current_pose); + // find obstacle in lane change target lanes // retrieve lanes that are merging target lanes as well const auto target_lane_object_indices = util::filterObjectsByLanelets(*dynamic_objects, target_lanes); // find objects in current lane + constexpr double check_distance = 100.0; const auto current_lane_object_indices_lanelet = util::filterObjectsByLanelets( *dynamic_objects, current_lanes, arc.length, arc.length + check_distance); + + const double lateral_buffer = (use_buffer) ? 0.5 : 0.0; + const auto & vehicle_width = common_parameters.vehicle_width; + const auto & vehicle_length = common_parameters.vehicle_length; const auto current_lane_object_indices = util::filterObjectsByPath( *dynamic_objects, current_lane_object_indices_lanelet, path, vehicle_width / 2 + lateral_buffer); - const auto & vehicle_predicted_path = util::convertToPredictedPath( - path, current_twist, current_pose, target_lane_check_end_time, time_resolution, acceleration); - - // Collision check for objects in current lane for (const auto & i : current_lane_object_indices) { const auto & obj = dynamic_objects->objects.at(i); - std::vector predicted_paths; - if (ros_parameters.use_all_predicted_path) { - predicted_paths.resize(obj.kinematics.predicted_paths.size()); - std::copy( - obj.kinematics.predicted_paths.begin(), obj.kinematics.predicted_paths.end(), - predicted_paths.begin()); - } else { - auto & max_confidence_path = *(std::max_element( - obj.kinematics.predicted_paths.begin(), obj.kinematics.predicted_paths.end(), - [](const auto & path1, const auto & path2) { - return path1.confidence > path2.confidence; - })); - predicted_paths.push_back(max_confidence_path); - } + const auto predicted_paths = + util::getPredictedPathFromObj(obj, lane_change_parameters.use_all_predicted_path); for (const auto & obj_path : predicted_paths) { - double distance = util::getDistanceBetweenPredictedPaths( - obj_path, vehicle_predicted_path, current_lane_check_start_time, - current_lane_check_end_time, time_resolution); - double thresh; - if (isObjectFront(current_pose, obj.kinematics.initial_pose_with_covariance.pose)) { - thresh = util::l2Norm(current_twist.linear) * stop_time; - } else { - thresh = - util::l2Norm(obj.kinematics.initial_twist_with_covariance.twist.linear) * stop_time; - } - thresh = std::max(thresh, min_thresh); - thresh += buffer; - if (distance < thresh) { + if (!util::isSafeInLaneletCollisionCheck( + current_pose, current_twist, vehicle_predicted_path, vehicle_length, vehicle_width, + current_lane_check_start_time, current_lane_check_end_time, time_resolution, obj, + obj_path, common_parameters)) { return false; } } @@ -424,23 +407,8 @@ bool isLaneChangePathSafe( // Collision check for objects in lane change target lane for (const auto & i : target_lane_object_indices) { const auto & obj = dynamic_objects->objects.at(i); - std::vector predicted_paths; - if (ros_parameters.use_all_predicted_path) { - predicted_paths.resize(obj.kinematics.predicted_paths.size()); - std::copy( - obj.kinematics.predicted_paths.begin(), obj.kinematics.predicted_paths.end(), - predicted_paths.begin()); - } else { - auto & max_confidence_path = *(std::max_element( - obj.kinematics.predicted_paths.begin(), obj.kinematics.predicted_paths.end(), - [](const auto & path1, const auto & path2) { - return path1.confidence > path2.confidence; - })); - predicted_paths.push_back(max_confidence_path); - } - bool is_object_in_target = false; - if (ros_parameters.use_predicted_path_outside_lanelet) { + if (lane_change_parameters.use_predicted_path_outside_lanelet) { is_object_in_target = true; } else { for (const auto & llt : target_lanes) { @@ -450,53 +418,27 @@ bool isLaneChangePathSafe( } } + const auto predicted_paths = + util::getPredictedPathFromObj(obj, lane_change_parameters.use_all_predicted_path); + if (is_object_in_target) { for (const auto & obj_path : predicted_paths) { - const double distance = util::getDistanceBetweenPredictedPaths( - obj_path, vehicle_predicted_path, target_lane_check_start_time, - target_lane_check_end_time, time_resolution); - double thresh; - if (isObjectFront(current_pose, obj.kinematics.initial_pose_with_covariance.pose)) { - thresh = util::l2Norm(current_twist.linear) * stop_time; - } else { - thresh = - util::l2Norm(obj.kinematics.initial_twist_with_covariance.twist.linear) * stop_time; - } - thresh = std::max(thresh, min_thresh); - thresh += buffer; - if (distance < thresh) { + if (!util::isSafeInLaneletCollisionCheck( + current_pose, current_twist, vehicle_predicted_path, vehicle_length, vehicle_width, + target_lane_check_start_time, target_lane_check_end_time, time_resolution, obj, + obj_path, common_parameters)) { return false; } } } else { - const double distance = util::getDistanceBetweenPredictedPathAndObject( - obj, vehicle_predicted_path, target_lane_check_start_time, target_lane_check_end_time, - time_resolution); - double thresh = min_thresh; - if (isObjectFront(current_pose, obj.kinematics.initial_pose_with_covariance.pose)) { - thresh = std::max(thresh, util::l2Norm(current_twist.linear) * stop_time); - } - thresh += buffer; - if (distance < thresh) { + if (!util::isSafeInFreeSpaceCollisionCheck( + current_pose, current_twist, vehicle_predicted_path, vehicle_length, vehicle_width, + target_lane_check_start_time, target_lane_check_end_time, time_resolution, obj, + common_parameters)) { return false; } } } - return true; } - -bool isObjectFront(const Pose & ego_pose, const Pose & obj_pose) -{ - tf2::Transform tf_map2ego{}; - tf2::Transform tf_map2obj{}; - Pose obj_from_ego{}; - tf2::fromMsg(ego_pose, tf_map2ego); - tf2::fromMsg(obj_pose, tf_map2obj); - tf2::toMsg(tf_map2ego.inverse() * tf_map2obj, obj_from_ego); - - return obj_from_ego.position.x > 0; -} - -} // namespace lane_change_utils -} // namespace behavior_path_planner +} // namespace behavior_path_planner::lane_change_utils diff --git a/planning/behavior_path_planner/src/utilities.cpp b/planning/behavior_path_planner/src/utilities.cpp index 87a4f31f0623f..c47079725439f 100644 --- a/planning/behavior_path_planner/src/utilities.cpp +++ b/planning/behavior_path_planner/src/utilities.cpp @@ -18,6 +18,9 @@ #include #include +#include "autoware_auto_perception_msgs/msg/predicted_object.hpp" +#include "autoware_auto_perception_msgs/msg/predicted_path.hpp" + #include #include #include @@ -279,6 +282,7 @@ namespace behavior_path_planner::util using autoware_auto_perception_msgs::msg::ObjectClassification; using autoware_auto_perception_msgs::msg::Shape; using geometry_msgs::msg::PoseWithCovarianceStamped; +using tf2::fromMsg; using tier4_autoware_utils::Point2d; std::vector convertToPointArray(const PathWithLaneId & path) @@ -353,7 +357,7 @@ PoseArray convertToGeometryPoseArray(const PathWithLaneId & path) PredictedPath convertToPredictedPath( const PathWithLaneId & path, const Twist & vehicle_twist, const Pose & vehicle_pose, - const double duration, const double resolution, const double acceleration) + const double duration, const double resolution, const double acceleration, double min_speed) { PredictedPath predicted_path{}; predicted_path.time_step = rclcpp::Duration::from_seconds(resolution); @@ -368,7 +372,6 @@ PredictedPath convertToPredictedPath( auto clock{rclcpp::Clock{RCL_ROS_TIME}}; rclcpp::Time start_time = clock.now(); double vehicle_speed = std::abs(vehicle_twist.linear.x); - constexpr double min_speed = 1.0; if (vehicle_speed < min_speed) { vehicle_speed = min_speed; RCLCPP_DEBUG_STREAM_THROTTLE( @@ -723,73 +726,23 @@ std::vector filterObjectsByLanelets( bool calcObjectPolygon(const PredictedObject & object, Polygon2d * object_polygon) { - const double obj_x = object.kinematics.initial_pose_with_covariance.pose.position.x; - const double obj_y = object.kinematics.initial_pose_with_covariance.pose.position.y; if (object.shape.type == Shape::BOUNDING_BOX) { - const double len_x = object.shape.dimensions.x; - const double len_y = object.shape.dimensions.y; - - tf2::Transform tf_map2obj; - tf2::fromMsg(object.kinematics.initial_pose_with_covariance.pose, tf_map2obj); - - // set vertices at map coordinate - tf2::Vector3 p1_map, p2_map, p3_map, p4_map; - - p1_map.setX(len_x / 2); - p1_map.setY(len_y / 2); - p1_map.setZ(0.0); - p1_map.setW(1.0); - - p2_map.setX(-len_x / 2); - p2_map.setY(len_y / 2); - p2_map.setZ(0.0); - p2_map.setW(1.0); - - p3_map.setX(-len_x / 2); - p3_map.setY(-len_y / 2); - p3_map.setZ(0.0); - p3_map.setW(1.0); - - p4_map.setX(len_x / 2); - p4_map.setY(-len_y / 2); - p4_map.setZ(0.0); - p4_map.setW(1.0); - - // transform vertices from map coordinate to object coordinate - tf2::Vector3 p1_obj, p2_obj, p3_obj, p4_obj; - - p1_obj = tf_map2obj * p1_map; - p2_obj = tf_map2obj * p2_map; - p3_obj = tf_map2obj * p3_map; - p4_obj = tf_map2obj * p4_map; - - object_polygon->outer().emplace_back(p1_obj.x(), p1_obj.y()); - object_polygon->outer().emplace_back(p2_obj.x(), p2_obj.y()); - object_polygon->outer().emplace_back(p3_obj.x(), p3_obj.y()); - object_polygon->outer().emplace_back(p4_obj.x(), p4_obj.y()); + const double & len_x = object.shape.dimensions.x; + const double & len_y = object.shape.dimensions.y; + *object_polygon = convertBoundingBoxObjectToGeometryPolygon( + object.kinematics.initial_pose_with_covariance.pose, len_x, len_y); } else if (object.shape.type == Shape::CYLINDER) { - const size_t N = 20; - const double r = object.shape.dimensions.x / 2; - for (size_t i = 0; i < N; ++i) { - object_polygon->outer().emplace_back( - obj_x + r * std::cos(2.0 * M_PI / N * i), obj_y + r * std::sin(2.0 * M_PI / N * i)); - } + *object_polygon = convertCylindricalObjectToGeometryPolygon( + object.kinematics.initial_pose_with_covariance.pose, object.shape); } else if (object.shape.type == Shape::POLYGON) { - tf2::Transform tf_map2obj; - tf2::fromMsg(object.kinematics.initial_pose_with_covariance.pose, tf_map2obj); - const auto obj_points = object.shape.footprint.points; - for (const auto & obj_point : obj_points) { - tf2::Vector3 obj(obj_point.x, obj_point.y, obj_point.z); - tf2::Vector3 tf_obj = tf_map2obj * obj; - object_polygon->outer().emplace_back(tf_obj.x(), tf_obj.y()); - } + *object_polygon = convertPolygonObjectToGeometryPolygon( + object.kinematics.initial_pose_with_covariance.pose, object.shape); } else { RCLCPP_WARN( rclcpp::get_logger("behavior_path_planner").get_child("utilities"), "Object shape unknown!"); return false; } - object_polygon->outer().push_back(object_polygon->outer().front()); return true; } @@ -1996,4 +1949,381 @@ lanelet::ConstLanelets calcLaneAroundPose( return current_lanes; } + +Polygon2d convertBoundingBoxObjectToGeometryPolygon( + const Pose & current_pose, const double & length, const double & width) +{ + Polygon2d object_polygon; + + tf2::Transform tf_map2obj; + tf2::fromMsg(current_pose, tf_map2obj); + + // set vertices at map coordinate + tf2::Vector3 p1_map; + p1_map.setX(length / 2); + p1_map.setY(width / 2); + p1_map.setZ(0.0); + p1_map.setW(1.0); + + tf2::Vector3 p2_map; + p2_map.setX(-length / 2); + p2_map.setY(width / 2); + p2_map.setZ(0.0); + p2_map.setW(1.0); + + tf2::Vector3 p3_map; + p3_map.setX(-length / 2); + p3_map.setY(-width / 2); + p3_map.setZ(0.0); + p3_map.setW(1.0); + + tf2::Vector3 p4_map; + p4_map.setX(length / 2); + p4_map.setY(-width / 2); + p4_map.setZ(0.0); + p4_map.setW(1.0); + + // transform vertices from map coordinate to object coordinate + tf2::Vector3 p1_obj = tf_map2obj * p1_map; + tf2::Vector3 p2_obj = tf_map2obj * p2_map; + tf2::Vector3 p3_obj = tf_map2obj * p3_map; + tf2::Vector3 p4_obj = tf_map2obj * p4_map; + + object_polygon.outer().emplace_back(p1_obj.x(), p1_obj.y()); + object_polygon.outer().emplace_back(p2_obj.x(), p2_obj.y()); + object_polygon.outer().emplace_back(p3_obj.x(), p3_obj.y()); + object_polygon.outer().emplace_back(p4_obj.x(), p4_obj.y()); + + object_polygon.outer().push_back(object_polygon.outer().front()); + + return object_polygon; +} + +Polygon2d convertCylindricalObjectToGeometryPolygon( + const Pose & current_pose, const Shape & obj_shape) +{ + Polygon2d object_polygon; + + const double obj_x = current_pose.position.x; + const double obj_y = current_pose.position.y; + + constexpr int N = 20; + const double r = obj_shape.dimensions.x / 2; + for (int i = 0; i < N; ++i) { + object_polygon.outer().emplace_back( + obj_x + r * std::cos(2.0 * M_PI / N * i), obj_y + r * std::sin(2.0 * M_PI / N * i)); + } + + object_polygon.outer().push_back(object_polygon.outer().front()); + + return object_polygon; +} + +Polygon2d convertPolygonObjectToGeometryPolygon(const Pose & current_pose, const Shape & obj_shape) +{ + Polygon2d object_polygon; + tf2::Transform tf_map2obj; + fromMsg(current_pose, tf_map2obj); + const auto obj_points = obj_shape.footprint.points; + for (const auto & obj_point : obj_points) { + tf2::Vector3 obj(obj_point.x, obj_point.y, obj_point.z); + tf2::Vector3 tf_obj = tf_map2obj * obj; + object_polygon.outer().emplace_back(tf_obj.x(), tf_obj.y()); + } + object_polygon.outer().push_back(object_polygon.outer().front()); + + return object_polygon; +} + +template +ProjectedDistancePoint pointToSegment( + const Point2d & reference_point, const Point2d & point_from_ego, + const Point2d & point_from_object) +{ + auto copied_point_from_object = point_from_object; + auto copied_point_from_reference = reference_point; + bg::subtract_point(copied_point_from_object, point_from_ego); + bg::subtract_point(copied_point_from_reference, point_from_ego); + + const auto c1 = bg::dot_product(copied_point_from_reference, copied_point_from_object); + if (!(c1 > 0)) { + return {point_from_ego, Pythagoras::apply(reference_point, point_from_ego)}; + } + + const auto c2 = bg::dot_product(copied_point_from_object, copied_point_from_object); + if (!(c2 > c1)) { + return {point_from_object, Pythagoras::apply(reference_point, point_from_object)}; + } + + Point2d projected = point_from_ego; + bg::multiply_value(copied_point_from_object, c1 / c2); + bg::add_point(projected, copied_point_from_object); + + return {projected, Pythagoras::apply(reference_point, projected)}; +} + +void getProjectedDistancePointFromPolygons( + const Polygon2d & ego_polygon, const Polygon2d & object_polygon, Pose & point_on_ego, + Pose & point_on_object) +{ + ProjectedDistancePoint nearest; + std::unique_ptr current_point; + + bool points_in_ego{false}; + + const auto findPoints = [&nearest, ¤t_point, &points_in_ego]( + const Polygon2d & polygon_for_segment, + const Polygon2d & polygon_for_points, const bool & ego_is_points) { + const auto segments = boost::make_iterator_range( + bg::segments_begin(polygon_for_segment), bg::segments_end(polygon_for_segment)); + const auto points = boost::make_iterator_range( + bg::points_begin(polygon_for_points), bg::points_end(polygon_for_points)); + + for (auto && segment : segments) { + for (auto && point : points) { + const auto projected = pointToSegment(point, *segment.first, *segment.second); + if (!current_point || projected.distance < nearest.distance) { + current_point = std::make_unique(point); + nearest = projected; + points_in_ego = ego_is_points; + } + } + } + }; + + std::invoke(findPoints, ego_polygon, object_polygon, false); + std::invoke(findPoints, object_polygon, ego_polygon, true); + + if (!points_in_ego) { + point_on_object.position.x = current_point->x(); + point_on_object.position.y = current_point->y(); + point_on_ego.position.x = nearest.projected_point.x(); + point_on_ego.position.y = nearest.projected_point.y(); + } else { + point_on_ego.position.x = current_point->x(); + point_on_ego.position.y = current_point->y(); + point_on_object.position.x = nearest.projected_point.x(); + point_on_object.position.y = nearest.projected_point.y(); + } +} + +bool getEgoExpectedPoseAndConvertToPolygon( + const Pose & current_pose, const PredictedPath & pred_path, Pose & expected_pose, + tier4_autoware_utils::Polygon2d & ego_polygon, const double & check_current_time, + const double & length, const double & width) +{ + if (!util::lerpByTimeStamp(pred_path, check_current_time, &expected_pose)) { + return false; + } + expected_pose.orientation = current_pose.orientation; + ego_polygon = util::convertBoundingBoxObjectToGeometryPolygon(expected_pose, length, width); + + return true; +} + +bool getObjectExpectedPoseAndConvertToPolygon( + const PredictedPath & pred_path, const PredictedObject & object, Pose & expected_pose, + Polygon2d & obj_polygon, const double & check_current_time) +{ + if (!util::lerpByTimeStamp(pred_path, check_current_time, &expected_pose)) { + return false; + } + expected_pose.orientation = object.kinematics.initial_pose_with_covariance.pose.orientation; + + return util::calcObjectPolygon(object, &obj_polygon); +} + +std::vector getPredictedPathFromObj( + const PredictedObject & obj, const bool & is_use_all_predicted_path) +{ + std::vector predicted_path_vec; + if (is_use_all_predicted_path) { + std::copy_if( + obj.kinematics.predicted_paths.cbegin(), obj.kinematics.predicted_paths.cend(), + std::back_inserter(predicted_path_vec), + [](const PredictedPath & path) { return !path.path.empty(); }); + } else { + const auto max_confidence_path = std::max_element( + obj.kinematics.predicted_paths.begin(), obj.kinematics.predicted_paths.end(), + [](const auto & path1, const auto & path2) { return path1.confidence > path2.confidence; }); + if (max_confidence_path != obj.kinematics.predicted_paths.end()) { + predicted_path_vec.push_back(*max_confidence_path); + } + } + return predicted_path_vec; +} + +Pose projectCurrentPoseToTarget(const Pose & desired_object, const Pose & target_object) +{ + tf2::Transform tf_map_desired_to_global{}; + tf2::Transform tf_map_target_to_global{}; + + tf2::fromMsg(desired_object, tf_map_desired_to_global); + tf2::fromMsg(target_object, tf_map_target_to_global); + + Pose desired_obj_pose_projected_to_target{}; + tf2::toMsg( + tf_map_desired_to_global.inverse() * tf_map_target_to_global, + desired_obj_pose_projected_to_target); + + return desired_obj_pose_projected_to_target; +} + +bool isObjectFront(const Pose & ego_pose, const Pose & obj_pose) +{ + const auto obj_from_ego = projectCurrentPoseToTarget(ego_pose, obj_pose); + return obj_from_ego.position.x > 0; +} + +bool isObjectFront(const Pose & projected_ego_pose) { return projected_ego_pose.position.x > 0; } + +double stoppingDistance(const double & vehicle_velocity, const double & vehicle_accel) +{ + const auto deceleration = (vehicle_accel < -1e-3) ? vehicle_accel : -1.0; + return -std::pow(vehicle_velocity, 2) / (2.0 * deceleration); +} + +double frontVehicleStopDistance( + const double & front_vehicle_velocity, const double & front_vehicle_accel, + const double & distance_to_collision) +{ + return stoppingDistance(front_vehicle_velocity, front_vehicle_accel) + distance_to_collision; +} + +double rearVehicleStopDistance( + const double & rear_vehicle_velocity, const double & rear_vehicle_accel, + const double & rear_vehicle_reaction_time, const double & rear_vehicle_safety_time_margin) +{ + return rear_vehicle_velocity * rear_vehicle_reaction_time + + stoppingDistance(rear_vehicle_velocity, rear_vehicle_accel) + + rear_vehicle_velocity * rear_vehicle_safety_time_margin; +} + +bool isLongitudinalDistanceEnough( + const double & rear_vehicle_stop_threshold, const double & front_vehicle_stop_threshold) +{ + return rear_vehicle_stop_threshold < front_vehicle_stop_threshold; +} + +bool hasEnoughDistance( + const Pose & expected_ego_pose, const Twist & ego_current_twist, + const Pose & expected_object_pose, const Twist & object_current_twist, + const BehaviorPathPlannerParameters & param) +{ + const auto front_vehicle_pose = + projectCurrentPoseToTarget(expected_ego_pose, expected_object_pose); + + if (isLateralDistanceEnough( + front_vehicle_pose.position.y, param.lateral_distance_max_threshold)) { + return true; + } + + const auto is_obj_in_front = isObjectFront(front_vehicle_pose); + + const auto front_vehicle_velocity = + (is_obj_in_front) ? object_current_twist.linear : ego_current_twist.linear; + + const auto rear_vehicle_velocity = + (is_obj_in_front) ? ego_current_twist.linear : object_current_twist.linear; + + const auto front_vehicle_accel = param.expected_front_deceleration; + const auto rear_vehicle_accel = param.expected_rear_deceleration; + + const auto front_vehicle_stop_threshold = frontVehicleStopDistance( + util::l2Norm(front_vehicle_velocity), front_vehicle_accel, + std::fabs(front_vehicle_pose.position.x)); + + const auto rear_vehicle_stop_threshold = std::max( + rearVehicleStopDistance( + util::l2Norm(rear_vehicle_velocity), rear_vehicle_accel, param.rear_vehicle_reaction_time, + param.rear_vehicle_safety_time_margin), + param.longitudinal_distance_min_threshold); + + return isLongitudinalDistanceEnough(rear_vehicle_stop_threshold, front_vehicle_stop_threshold); +} + +bool isLateralDistanceEnough( + const double & relative_lateral_distance, const double & lateral_distance_threshold) +{ + return std::fabs(relative_lateral_distance) > lateral_distance_threshold; +} + +bool isSafeInLaneletCollisionCheck( + const Pose & ego_current_pose, const Twist & ego_current_twist, + const PredictedPath & ego_predicted_path, const double & ego_vehicle_length, + const double & ego_vehicle_width, const double & check_start_time, const double & check_end_time, + const double & check_time_resolution, const PredictedObject & target_object, + const PredictedPath & target_object_path, const BehaviorPathPlannerParameters & common_parameters) +{ + for (double t = check_start_time; t < check_end_time; t += check_time_resolution) { + Pose expected_obj_pose; + tier4_autoware_utils::Polygon2d obj_polygon; + if (!util::getObjectExpectedPoseAndConvertToPolygon( + target_object_path, target_object, expected_obj_pose, obj_polygon, t)) { + continue; + } + + Pose expected_ego_pose; + tier4_autoware_utils::Polygon2d ego_polygon; + if (!util::getEgoExpectedPoseAndConvertToPolygon( + ego_current_pose, ego_predicted_path, expected_ego_pose, ego_polygon, t, + ego_vehicle_length, ego_vehicle_width)) { + continue; + } + + if (boost::geometry::overlaps(ego_polygon, obj_polygon)) { + return false; + } + + util::getProjectedDistancePointFromPolygons( + ego_polygon, obj_polygon, expected_ego_pose, expected_obj_pose); + + const auto & object_twist = target_object.kinematics.initial_twist_with_covariance.twist; + if (!util::hasEnoughDistance( + expected_ego_pose, ego_current_twist, expected_obj_pose, object_twist, + common_parameters)) { + return false; + } + } + return true; +} + +bool isSafeInFreeSpaceCollisionCheck( + const Pose & ego_current_pose, const Twist & ego_current_twist, + const PredictedPath & ego_predicted_path, const double & ego_vehicle_length, + const double & ego_vehicle_width, const double & check_start_time, const double & check_end_time, + const double & check_time_resolution, const PredictedObject & target_object, + const BehaviorPathPlannerParameters & common_parameters) +{ + tier4_autoware_utils::Polygon2d obj_polygon; + if (!util::calcObjectPolygon(target_object, &obj_polygon)) { + return false; + } + for (double t = check_start_time; t < check_end_time; t += check_time_resolution) { + Pose expected_ego_pose; + tier4_autoware_utils::Polygon2d ego_polygon; + if (!util::getEgoExpectedPoseAndConvertToPolygon( + ego_current_pose, ego_predicted_path, expected_ego_pose, ego_polygon, t, + ego_vehicle_length, ego_vehicle_width)) { + continue; + } + + if (boost::geometry::overlaps(ego_polygon, obj_polygon)) { + return false; + } + + auto expected_obj_pose = target_object.kinematics.initial_pose_with_covariance.pose; + util::getProjectedDistancePointFromPolygons( + ego_polygon, obj_polygon, expected_ego_pose, expected_obj_pose); + + const auto object_twist = target_object.kinematics.initial_twist_with_covariance.twist; + if (!util::hasEnoughDistance( + expected_ego_pose, ego_current_twist, + target_object.kinematics.initial_pose_with_covariance.pose, object_twist, + common_parameters)) { + return false; + } + } + return true; +} } // namespace behavior_path_planner::util diff --git a/planning/behavior_path_planner/test/test_lane_change_utils.cpp b/planning/behavior_path_planner/test/test_lane_change_utils.cpp new file mode 100644 index 0000000000000..fb5557170b39a --- /dev/null +++ b/planning/behavior_path_planner/test/test_lane_change_utils.cpp @@ -0,0 +1,37 @@ +// Copyright 2022 TIER IV, Inc. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +#include "behavior_path_planner/scene_module/lane_change/util.hpp" + +#include +#include + +TEST(BehaviorPathPlanningLaneChangeUtilsTest, testStoppingDistance) +{ + const auto vehicle_velocity = 8.333; + + const auto negative_accel = -1.5; + const auto distance_when_negative = + behavior_path_planner::lane_change_utils::stoppingDistance(vehicle_velocity, negative_accel); + ASSERT_NEAR(distance_when_negative, 23.1463, 1e-3); + + const auto positive_accel = 1.5; + const auto distance_when_positive = + behavior_path_planner::lane_change_utils::stoppingDistance(vehicle_velocity, positive_accel); + ASSERT_NEAR(distance_when_positive, 34.7194, 1e-3); + + const auto zero_accel = 0.0; + const auto distance_when_zero = + behavior_path_planner::lane_change_utils::stoppingDistance(vehicle_velocity, zero_accel); + ASSERT_NEAR(distance_when_zero, 34.7194, 1e-3); +} From a47dad14d6959d52ca88d9b724dea07713587d1a Mon Sep 17 00:00:00 2001 From: Zulfaqar Azmi <93502286+zulfaqar-azmi-t4@users.noreply.github.com> Date: Mon, 29 Aug 2022 23:28:10 +0900 Subject: [PATCH 07/64] docs(behavior_path_planner): lane change docs update (#1385) * docs(behavior_path_planner): lane change docs update Signed-off-by: Muhammad Zulfaqar Azmi * Fix spacing Signed-off-by: Muhammad Zulfaqar Azmi * ci(pre-commit): autofix * Add multiple lane change with obstacle explanation Signed-off-by: Muhammad Zulfaqar Azmi * Include new illustrations Signed-off-by: Muhammad Zulfaqar Azmi * Save edit Signed-off-by: Muhammad Zulfaqar Azmi * Safe and force lane change flow chart Signed-off-by: Muhammad Zulfaqar Azmi * safety check's explanation Signed-off-by: Muhammad Zulfaqar Azmi * reformatting the documents Signed-off-by: Muhammad Zulfaqar Azmi * Included intersection's explanation Signed-off-by: Muhammad Zulfaqar Azmi * fix image annotation Signed-off-by: Muhammad Zulfaqar Azmi * Included sampling explanation Signed-off-by: Muhammad Zulfaqar Azmi * Included additional explanation in the image Signed-off-by: Muhammad Zulfaqar Azmi * Adds longitudinal threshold in the parameter's list Signed-off-by: Muhammad Zulfaqar Azmi * Add explanation on debug marker Signed-off-by: Muhammad Zulfaqar Azmi * Include Abort lane change explanation Signed-off-by: Muhammad Zulfaqar Azmi Signed-off-by: Muhammad Zulfaqar Azmi Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> --- .../behavior_path_planner_lane_change.md | 426 ++++++++++++++++++ .../lane_change-candidate_path_samples.png | Bin 0 -> 246773 bytes .../lane_change-collision_check.png | Bin 0 -> 1970091 bytes ..._change-collision_check_parked_vehicle.png | Bin 0 -> 644772 bytes .../image/lane_change/lane_change-debug.png | Bin 0 -> 1204325 bytes .../lane_change-intersection_case.png | Bin 0 -> 123426 bytes .../lane_change-lane_change_phases.png | Bin 0 -> 181969 bytes .../lane_change-when_cannot_change_lanes.png | Bin 0 -> 538516 bytes .../image/lane_change/lane_change.drawio.svg | 4 + 9 files changed, 430 insertions(+) create mode 100644 planning/behavior_path_planner/behavior_path_planner_lane_change.md create mode 100644 planning/behavior_path_planner/image/lane_change/lane_change-candidate_path_samples.png create mode 100644 planning/behavior_path_planner/image/lane_change/lane_change-collision_check.png create mode 100644 planning/behavior_path_planner/image/lane_change/lane_change-collision_check_parked_vehicle.png create mode 100644 planning/behavior_path_planner/image/lane_change/lane_change-debug.png create mode 100644 planning/behavior_path_planner/image/lane_change/lane_change-intersection_case.png create mode 100644 planning/behavior_path_planner/image/lane_change/lane_change-lane_change_phases.png create mode 100644 planning/behavior_path_planner/image/lane_change/lane_change-when_cannot_change_lanes.png create mode 100644 planning/behavior_path_planner/image/lane_change/lane_change.drawio.svg diff --git a/planning/behavior_path_planner/behavior_path_planner_lane_change.md b/planning/behavior_path_planner/behavior_path_planner_lane_change.md new file mode 100644 index 0000000000000..dbed99fc42e59 --- /dev/null +++ b/planning/behavior_path_planner/behavior_path_planner_lane_change.md @@ -0,0 +1,426 @@ +# Lane Change + +The Lane Change module is activated when lane change is needed and can be safely executed. + +## Lane Change Requirement + +- During lane change request condition + - The ego-vehicle isn’t on a `preferred_lane`. + - There is neither intersection nor crosswalk on the path of the lane change +- lane change ready condition + - Path of the lane change does not collide with other dynamic objects (see the figure below) + - Lane change candidate path is approved by an operator. + +## Generating Lane Change Candidate Path + +The lane change candidate path is divided into two phases: preparation and lane-changing. The following figure illustrates each phase of the lane change candidate path. + +![lane-change-phases](./image/lane_change/lane_change-lane_change_phases.png) + +### Preparation phase + +The preparation trajectory is the candidate path's first and the straight portion generated along the ego vehicle's current lane. The length of the preparation trajectory is computed as follows. + +```C++ +lane_change_prepare_distance = max(current_speed * lane_change_prepare_duration + 0.5 * deceleration * lane_change_prepare_duration^2, minimum_lane_change_prepare_distance) +``` + +During the preparation phase, the turn signal will be activated when the remaining distance is equal to or less than `lane_change_search_distance`. + +### Lane-changing phase + +The lane-changing phase consist of the shifted path that moves ego from current lane to the target lane. Total distance of lane-changing phase is as follows. + +```C++ +lane_change_prepare_velocity = current_speed + deceleration * lane_change_prepare_duration +lane_changing_distance = max(lane_change_prepare_velocity * lane_changing_duration + 0.5 * deceleration * lane_changing_duration^2, minimum_lane_change_length + backward_length_buffer_for_end_of_lane) +``` + +The `backward_length_buffer_for_end_of_lane` is added to allow some window for any possible delay, such as control or mechanical delay during brake lag. + +#### Multiple candidate path samples + +Lane change velocity is affected by the ego vehicle's current velocity. High velocity requires longer preparation and lane changing distance. However we also need to plan lane changing trajectories in case ego vehicle slows down. +Computing candidate paths that assumes ego vehicle's slows down is performed by substituting predetermined deceleration value into `lane_change_prepare_distance`, `lane_change_prepare_velocity` and `lane_changing_distance` equation. + +The predetermined deceleration are a set of value that starts from `deceleration = 0.0`, and decrease by `acceleration_resolution` until it reaches`deceleration = -maximum_deceleration`. The `acceleration_resolution` is determine by the following + +```C++ +acceleration_resolution = maximum_deceleration / lane_change_sampling_num +``` + +The following figure illustrates when `lane_change_sampling_num = 4`. Assuming that `maximum_deceleration = 1.0` then `a0 == 0.0 == no deceleration`, `a1 == 0.25`, `a2 == 0.5`, `a3 == 0.75` and `a4 == 1.0 == maximum_deceleration`. `a0` is the expected lane change trajectories should ego vehicle do not decelerate, and `a1`'s path is the expected lane change trajectories should ego vehicle decelerate at `0.25 m/s^2`. + +![path_samples](./image/lane_change/lane_change-candidate_path_samples.png) + +Which path will be chosen will depend on validity and collision check. + +#### Candidate Path's validity check + +A candidate path is valid if the total lane change distance is less than + +1. distance to the end of current lane +2. distance to the next intersection +3. distance from current pose to the goal. +4. distance to the crosswalk. + +The goal must also be in the list of the preferred lane. + +The following flow chart illustrates the validity check. + +```plantuml +@startuml +skinparam monochrome true +skinparam defaultTextAlignment center +skinparam noteTextAlignment left + +title Selecting Valid Candidate Paths +start +:**INPUT** std::vector input_paths; + +partition selectValidPaths { +:**INITIALIZE** std::vector valid_paths; + +:idx = 0; + +while (idx < input_paths.size()?) + +:path = input_paths.at(idx); + +partition hasEnoughDistance { + +if(lane_change_total_distance < distance to end of current lanes +&& +lane_change_total_distance < distance to the next intersection +&& +lane_change_total_distance < distance from current pose to the goal +&& +lane_change_total_distance < distance to crosswalk +&& +goal is in route +) then (true) +:path_validity = true; +else (\n false) +:path_validity = false; +endif +} + +if(path_validity == true)then (true) + +:valid_paths.push_back(path); + +else (\nfalse) +endif +:++idx; +endwhile (false) + +:**RETURN** valid_paths; + +} +stop +@enduml +``` + +#### Candidate Path's Safety check + +Valid candidate path is evaluated for safety before is was selected as the output candidate path. The flow of the process is as follows. + +```plantuml +@startuml +skinparam monochrome true +skinparam defaultTextAlignment center +skinparam noteTextAlignment left + +title Safe and Force Lane Change +start +:**INPUT** std::vector valid_paths; + +partition selectValidPaths { +:**INITIALIZE** std::vector valid_paths; + +:idx = 0; + +while (idx < input_paths.size()?) is (TRUE) + +:path = valid_paths.at(idx); + + +if(path pass safety check?) then (TRUE) +:selected_path = path, is_path_safe = true; +else (NO) +endif + +:++idx; +endwhile (FALSE) + +if(valid_paths.empty()?)then (true) + +:selected_path = valid_paths.front(), is_path_safe = false; +note left +used for +**FORCE LANE CHANGE** +if FORCE is needed, +then there is no safe path +end note +else (\nfalse) +endif + +:**RETURN** selected_path && is_path_safe; + +} +stop +@enduml + +``` + +If all valid candidate path is unsafe, then the operator will have the option to perform force lane change by using the front-most candidate path as the output. The force lane change will ignore all safety checks. + +A candidate path's is safe if it satisfies the following lateral distance criteria, + +```C++ +lateral distance > lateral_distance_threshold +``` + +However, suppose the lateral distance is insufficient. In that case, longitudinal distance will be evaluated. The candidate path is safe only when the longitudinal gap between the ego vehicle and the dynamic object is wide enough. + +The following charts illustrate the flow of the safety checks + +```plantuml +@startuml +skinparam monochrome true +skinparam defaultTextAlignment center +skinparam noteTextAlignment left + +title Collision/Safety Check +start +:**INPUT** valid_path; + +:**CONVERT** valid_path **to** ego_predicted_path; + +:idx = 0; + +:is_safe_path = true; + +:objects = dynamic_objects in current and target lane; +while (idx < objects.size()?) is (TRUE) + +:obj = objects.at(idx); + +:**INITIALIZE** time = 0; + +:check_time = prepare_duration + lane_changing_duration; + +while(time == check_time?) is (FALSE) + +if(lateral distance is sufficient) then (TRUE) + +else +if (is ego in front of object?) then (YES) +:v_front = v_ego +v_rear = v_obj; +else (NO) +:v_front = v_obj +v_rear = v_ego; +endif +if(longitudinal distance is sufficient) then (YES) +else (NO) +:is_safe_path = false; +break +endif +endif + +:t+=prediction_time_resolution; + +endwhile (TRUE) + +if(if_safe_path == TRUE?) then (YES) +else (NO) +break; +endif + +:++idx; + +endwhile (FALSE) + +:**RETURN** is_safe_path; + +stop +@enduml + +``` + +##### Calculating and evaluating longitudinal distance + +A sufficient longitudinal gap between vehicles will prevent any rear-end collision from happening. This includes an emergency stop or sudden braking scenarios. + +The following information is required to evaluate the longitudinal distance between vehicles + +1. estimated speed of the dynamic objects +2. predicted path of dynamic objects +3. ego vehicle's current speed +4. ego vehicle's predicted path (converted/estimated from candidate path) + +The following figure illustrates how the safety check is performed on ego vs. dynamic objects. + +![Safety check](./image/lane_change/lane_change-collision_check.png) + +Let `v_front` and `a_front` be the front vehicle's velocity and deceleration, respectively, and `v_rear` and `a_rear` be the rear vehicle's velocity and deceleration, respectively. +Front vehicle and rear vehicle assignment will depend on which predicted path's pose is currently being evaluated. + +The following figure illustrates front and rear vehicle velocity assignment. + +![front rear assignment](./image/lane_change/lane_change-collision_check_parked_vehicle.png) + +Assuming the front vehicle brakes, then `d_front` is the distance the front vehicle will travel until it comes to a complete stop. The distance is computed from the equation of motion, which yield. + +```C++ +d_front = -std::pow(v_front,2) / (2*a_front) +``` + +Using the same formula to evaluate the rear vehicle's stopping distance `d_rear` is insufficient. This is because as the rear vehicle's driver saw the front vehicle's sudden brake, it will take some time for the driver to process the information and react by pressing the brake. We call this delay the reaction time. + +The reaction time is considered from the duration starting from the driver seeing the front vehicle brake light until the brake is pressed. As the brake is pressed, the time margin (which might be caused by mechanical or control delay) also needs to be considered. With these two parameters included, the formula for `d_rear` will be as follows. + +```C++ +d_rear = v_rear * rear_vehicle_reaction_time + v_rear * rear_vehicle_safety_time_margin + (-std::pow(v_front,2) / 2 * a_rear) +``` + +Since there is no absolute value for the deceleration`a_front` and `a_rear`, both of the values are parameterized (`expected_front_deceleration` and `expected_rear_deceleration`, respectively) with the estimation of how much deceleration will occur if the brake is pressed. + +The longitudinal distance is evaluated as follows + +```C++ +d_rear < d_front + d_inter +``` + +where `d_inter` is the relative longitudinal distance obtained at each evaluated predicted pose. + +Finally minimum longitudinal distance for `d_rear` is added to compensate for object to near to each other when `d_rear = 0.0`. This yields + +```C++ +std::max(longitudinal_distance_min_threshold, d_rear) < d_front + d_inter +``` + +#### If the lane is blocked and multiple lane changes + +When driving on the public road with other vehicles, there exist scenarios where lane changes cannot be executed. Suppose the candidate path is evaluated as unsafe, for example, due to incoming vehicles in the adjacent lane. In that case, the ego vehicle can't change lanes, and it is impossible to reach the goal. Therefore, the ego vehicle must stop earlier at a certain distance and wait for the adjacent lane to be evaluated as safe. The minimum stopping distance computation is as follows. + +```C++ +minimum_lane_change_distance = num_of_lane_changes * (minimum_lane_change_length + backward_length_buffer_for_end_of_lane) +``` + +The following figure illustrates when the lane is blocked in multiple lane changes cases. + +![multiple-lane-changes](./image/lane_change/lane_change-when_cannot_change_lanes.png) + +#### Intersection + +Lane change in the intersection is prohibited following traffic regulation. Therefore, if the goal is place close passed the intersection, the lane change needs to be completed before ego vehicle enters the intersection region. Similar to the lane blocked case, in case of the path is unsafe, ego vehicle will stop and waits for the dynamic object to pass by. + +The following figure illustrate the intersection case. + +![intersection](./image/lane_change/lane_change-intersection_case.png) + +### Abort lane change + +The lane changing process can still be aborted if the proper conditions are satisfied. The following states are validated before the abort request is approved. + +1. Ego's current speed is under the threshold, and ego is still in the current lane +2. ego relative distance from the centerline and ego relative yaw from lanelet's orientation is under the threshold. + +The following depicts the flow of the abort lane change check. + +```plantuml +@startuml +skinparam monochrome true +skinparam defaultTextAlignment center + +title Abort Lane Change +start +if (path if safe?) then (**NO**) + if (current velocity < abort_lane_change_velocity_thresh && ego is in current lane ?) then (**TRUE**) + :**ABORT**; + stop + else (**FALSE**) + if (distance of ego to centerline < abort_lane_change_distance_thresh + && + ego's current yaw with reference to current lane's orientation < abort_lane_change_angle_thresh) then (**TRUE**) + :**ABORT**; + stop + else (**FALSE**) + endif + endif +else (**YES**) +endif +:**DONT ABORT**; +stop +@enduml +``` + +## Parameters + +### Essential lane change parameters + +The following parameters are configurable in `behavior_path_planner.param.yaml`. + +| Name | Unit | Type | Description | Default value | +| :--------------------------------------- | ---- | ------ | ------------------------------------------------------------------------------------- | ------------- | +| `backward_length_buffer_for_end_of_lane` | [m] | double | The end of lane buffer to ensure ego vehicle has enough distance to start lane change | 5.0 | +| `minimum_lane_change_length` | [m] | double | The minimum distance needed for changing lanes. | 12.0 | + +The following parameters are configurable in `lane_change.param.yaml`. + +| Name | Unit | Type | Description | Default value | +| :-------------------------------- | ------- | ------- | --------------------------------------------------------------------------------------- | ------------- | +| `lane_change_prepare_duration` | [m] | double | The preparation time for the ego vehicle to be ready to perform lane change. | 4.0 | +| `lane_changing_duration` | [m] | double | The total time that is taken to complete the lane-changing task. | 8.0 | +| `lane_change_finish_judge_buffer` | [m] | double | The additional buffer used to confirm lane change process completion | 3.0 | +| `minimum_lane_change_velocity` | [m/s] | double | Minimum speed during lane changing process. | 5.6 | +| `prediction_time_resolution` | [s] | double | Time resolution for object's path interpolation and collision check. | 0.5 | +| `maximum_deceleration` | [m/s^2] | double | Ego vehicle maximum deceleration when performing lane change. | 1.0 | +| `lane_change_sampling_num` | [-] | int | Number of possible lane-changing trajectories that are being influenced by deceleration | 10 | +| `enable_abort_lane_change` | [-] | boolean | Enable abort lane change. (\*1) | false | +| `use_all_predicted_path` | [-] | boolean | If false, use only the predicted path that has the maximum confidence. | false | +| `lane_change_search_distance` | [m] | double | The turn signal activation distance during the lane change preparation phase. | 30.0 | + +### Collision checks during lane change + +The following parameters are configurable in `behavior_path_planner.param.yaml`. + +| Name | Unit | Type | Description | Default value | +| :------------------------------------ | ------- | ------ | -------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------- | +| `lateral_distance_max_threshold` | [m] | double | The lateral distance threshold that is used to determine whether lateral distance between two object is enough and whether lane change is safe. | 5.0 | +| `longitudinal_distance_min_threshold` | [m] | double | The longitudinal distance threshold that is used to determine whether longitudinal distance between two object is enough and whether lane change is safe. | 3.0 | +| `expected_front_deceleration` | [m/s^2] | double | The front object's maximum deceleration when the front vehicle perform sudden braking. (\*2) | -1.0 | +| `expected_rear_deceleration` | [m/s^2] | double | The rear object's maximum deceleration when the rear vehicle perform sudden braking. (\*2) | -1.0 | +| `rear_vehicle_reaction_time` | [s] | double | The reaction time of the rear vehicle driver which starts from the driver noticing the sudden braking of the front vehicle until the driver step on the brake. | 2.0 | +| `rear_vehicle_safety_time_margin` | [s] | double | The time buffer for the rear vehicle to come into complete stop when its driver perform sudden braking. | 2.0 | + +(\*2) the value must be negative. + +### Abort lane change + +The following parameters are configurable in `lane_change.param.yaml`. + +| Name | Unit | Type | Description | Default value | +| :------------------------------------- | ----- | ------- | ------------------------------------------------------------------------------------ | ------------- | +| `enable_abort_lane_change` | [-] | boolean | Enable abort lane change. (\*1) | false | +| `abort_lane_change_velocity_thresh` | [m/s] | double | The velocity threshold to abort lane change while ego is still in current lane. | 0.5 | +| `abort_lane_change_angle_threshold` | [deg] | double | The angle threshold based on angle between ego's current yaw and lane's orientation. | 10.0 | +| `abort_lane_change_distance_threshold` | [m] | double | The distance threshold based on relative distance from ego pose to the centerline. | 0.3 | + +### Debug + +The following parameters are configurable in `lane_change.param.yaml`. + +| Name | Unit | Type | Description | Default value | +| :--------------------- | ---- | ------- | ---------------------------- | ------------- | +| `publish_debug_marker` | [-] | boolean | Flag to publish debug marker | false | + +## Debug Marker & Visualization + +The debug marker can be enable via `lane_change.param.yaml`. Simply set the `publish_debug_marker` to `true`, restart `rviz2` and add the marker `planning/scenario_planning/lane_driving/behavior_planning/behavior_path_planner/debug/markers/MarkerArray`. + +![debug](./image/lane_change/lane_change-debug.png) + +## Limitations diff --git a/planning/behavior_path_planner/image/lane_change/lane_change-candidate_path_samples.png b/planning/behavior_path_planner/image/lane_change/lane_change-candidate_path_samples.png new file mode 100644 index 0000000000000000000000000000000000000000..8578549bb1f5ba6148996b4fa996dc4d79ecf337 GIT binary patch literal 246773 zcmeFZY53%1nJ?TRjy5hZI?AYn;6Y>*gj6M|Bp^#ARjH&Zsiaa#B~{R1lFD9{s!CN> zWK$f*4P016S&yR#2#(Uiu)87BtcrlFtwPfRLbD?@O}|fY^vs8O&zWm{KfE8#b@jh0 z%abS1axcI8ci+{Y5xcFo?fl-I*Q{CdHkN5fYu3E|jx}rEaNe8$23&dn-`}}E_}XD9 zwa7J>-u4fVtyx1HwQ6dsX=Zy9Yt7y;^{1n~tB^ZeuJ(o-dsnN?iDj;$SqKin_33Qv z*`782)4eKGt$q~3K3YX(sJb^?hfwfQf%dQ9mC>Kt>y8!vdq?R05a{3^wMu1gm;^_h z7seU*&hXk%HRQwKs6L-hEY&hP-fHhEjl$UeaIJi#!^k|hca;Li6ECp9SIaVkS^3B~ z($oFD8E9T1_J{U|!6nL#W>e6Ju0U0A356hZ|5|zDf6e57HSX)S9(n)aZRI2rD_VMB z#;?!+&;6D+td;Kk>1y4XN`A7+uqC}}c?^LTdh(|kukyL|r#53N@k}rfurf`swqs9s zB7F+F@&0}J44>$1y4O>{%VL?s0a3RaC~XG8!w zy;fF>O&whF=*kjVjlmtMWvH6pmEl2m3>#KBQiHiy_o!5?HbFzU$@C)d?HHWU9ukg* z=4iWC!F!$V1YGVJ6T4ZLTDmPGbx#v38QWn8IEP0x54&@M;~Jc(L6O@;4HCP(-tbrI+Ew8Sa)CaGfgDzz% z<<)A46+zvSk`}=LnW7DKl50X_7^}FFWo9uB1!FGM*;?0+vPC$<7f4sH!R62wd{1;1 z(YU>^3}n_pYXRoX7W2iJSU|O^2|6oRuUaP>0|A_5E1yU#E5t^Yf!VrlXEhDnui^Ma z8j7|*>=PJ!L64#sYtd=TY4SZQ zOz{eqsXWtHlhk4RpyecQ!*bEWki-faIXy&yN{~{9RaS$@Y2ZL$$WajLU2Bpx6ieoH zxUm?3wI;EGz?~|PN^&-?FusHs1{4vi87JAb(DAV-5Ycidsa-BZDO)`uo!65|9V3$p zx6*3CKt0oP}7tJO)EKH-Yxpt|6ajhkFT zG|H!X1Ge5Yb$bTalMXx_f=i%LD@<6dN*T!vBIax{~7*lY=)LqbtL%%K;cwNtYR8{IgWogIAClEPR zM>ExJI~Xu8V<5CQ9z-Kp071B=QKdM_im# zralAtsX_2FBJ3h5GmdDnHgC-apq&R9E?l-Ce5XJMCa1f1sT*Ko+zWa;RRVyE-eOZG96GV_{6}e z-py4GDtBukHy}ky5Xgn_egfo`wi#aSmAfV_J7U`F@bwzeE5JDlbv@BB!JFx_oyqiK z8e2vZIPQTy8T<9ma;<;^A{XGVhJ%LWj426@E=Pj_Y(b*I_mDO}S92gn zXnO9~8?jL-qKX zi}~dgfe)pnDKqvkn+XR9G2;9|y+5UFt(OiLULz@_Vu8z)soi@QEp*i7}r2!b_Q={9#nNaBIlLl5%ylJ&nd4foPN0%8MKTDyXh^koL8r@Xpif$Dp2fTcU!4n7(i?jV%QY%BQ4r#A z5vpx1Nft<>IyAE(gtfeSfcmUc>ZQlFgnlqiJ9@qEk`Zr0kRaj)(q=+jLs*FK%f@1; z-fUAj0UNV+GF4wXt4Z1D@bk5#XR^XkkUFY zS29%bFx9AGU11K?iAGqv?co4n<=#+$a*Xp~hHvUt&~MeWIVCI`MVwTX&cYFF)iZX+F3gL^>g?iAc6B{GBBROovbyYcLb7zcH!F=_lRVj6T zTnlBI37kbWmWIMKx5&7rD=c zPmjllqwAcYEgMQ7xFoX2cZnJ|a5+P()y%q(8_l7q(yA!`M5k^>AtcH4n6Gh>=F z6^WG=T;irHpQcpOjiq*E8-(x26K<7g*~$RIIZ$8s7n2oB*?1*bhQl#K;@(_smaZ!5 zsZz7zcJd^g@FGU3Lt6u5i8;TENr>H)Cw(glu<=l-(|SXv64NIaoIR~`Z3pQT-6iOQ zohO2xNfli*(Uvr3%n({71>9Mf`Mg;eB_f()oD{KLtdnaseyP$S3ZARFR8Sd|E^N5K zyIoo^>(blglFN^!DG1K?aI z!=g7H&zPn@U(uP}7`82Ju0k-=CYBYOYl?cTk0~0G>>^m!@Jej97Idwab(*4B>R18C z{V0Wcu3p+u)0kJac}@$Aq$kzRXkZyS8`t2G9M}~?jR-bs7uH#2MIO|%Q3mESFD(4n!S3@P2GZp5M!!C14o@VN@)z6{h7

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    lane change
    finish judge buffer
    lane change...
    lane change prepare distance
    lane change prepare di...
    lane changing distance
    lane changing dis...
    $$v_{current}$$
    $$v_{current}$$
    linestrings with
    allow_lane_change = true tags
    linestrings with...
    $$v_{prepare}$$
    $$v_{prepare}$$
    preparation phase
    turn signal activation
    preparation phase...
    lane changing phase
    lane changing phase
    current_lane
    current_lane
    target_lane (preferred_lane)
    target_lane (preferred...
    buffer
    buffer
    $$v_{changing}$$
    $$v_{changing}$$
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    \ No newline at end of file From 74e28edde6f91d17e0efa48280bbeda27396c8a6 Mon Sep 17 00:00:00 2001 From: Zulfaqar Azmi <93502286+zulfaqar-azmi-t4@users.noreply.github.com> Date: Tue, 30 Aug 2022 10:53:03 +0900 Subject: [PATCH 08/64] feat(behavior_path_planner): lane change revised visualization (#1140) Signed-off-by: Muhammad Zulfaqar Azmi change force lane change path color Signed-off-by: Muhammad Zulfaqar Azmi visualize ego polygon with respect to object using same color Signed-off-by: Muhammad Zulfaqar Azmi Add valid path's visualization Signed-off-by: Muhammad Zulfaqar Azmi fix conflicts Signed-off-by: Muhammad Zulfaqar Azmi Signed-off-by: Muhammad Zulfaqar Azmi --- planning/behavior_path_planner/CMakeLists.txt | 1 + .../config/lane_change/lane_change.param.yaml | 2 +- .../behavior_path_planner_node.hpp | 4 + .../behavior_path_planner/debug_utilities.hpp | 38 +++ .../scene_module/lane_change/debug.hpp | 43 ++++ .../lane_change/lane_change_module.hpp | 8 + .../scene_module/lane_change/util.hpp | 9 +- .../scene_module_bt_node_interface.hpp | 1 + .../behavior_path_planner/utilities.hpp | 12 +- .../src/behavior_path_planner_node.cpp | 36 ++- .../src/scene_module/lane_change/debug.cpp | 237 ++++++++++++++++++ .../lane_change/lane_change_module.cpp | 35 ++- .../src/scene_module/lane_change/util.cpp | 41 ++- .../scene_module_bt_node_interface.cpp | 3 + .../behavior_path_planner/src/utilities.cpp | 47 +++- 15 files changed, 493 insertions(+), 24 deletions(-) create mode 100644 planning/behavior_path_planner/include/behavior_path_planner/scene_module/lane_change/debug.hpp create mode 100644 planning/behavior_path_planner/src/scene_module/lane_change/debug.cpp diff --git a/planning/behavior_path_planner/CMakeLists.txt b/planning/behavior_path_planner/CMakeLists.txt index 757a3b7ecad34..3e6dc4d0e3325 100644 --- a/planning/behavior_path_planner/CMakeLists.txt +++ b/planning/behavior_path_planner/CMakeLists.txt @@ -22,6 +22,7 @@ ament_auto_add_library(behavior_path_planner_node SHARED src/scene_module/lane_following/lane_following_module.cpp src/scene_module/lane_change/lane_change_module.cpp src/scene_module/lane_change/util.cpp + src/scene_module/lane_change/debug.cpp src/scene_module/pull_over/pull_over_module.cpp src/scene_module/pull_over/util.cpp src/scene_module/pull_out/pull_out_module.cpp diff --git a/planning/behavior_path_planner/config/lane_change/lane_change.param.yaml b/planning/behavior_path_planner/config/lane_change/lane_change.param.yaml index 5ef1d10980184..a1ad81b61e931 100644 --- a/planning/behavior_path_planner/config/lane_change/lane_change.param.yaml +++ b/planning/behavior_path_planner/config/lane_change/lane_change.param.yaml @@ -16,4 +16,4 @@ enable_collision_check_at_prepare_phase: true use_predicted_path_outside_lanelet: true use_all_predicted_path: true - publish_debug_marker: true + publish_debug_marker: false diff --git a/planning/behavior_path_planner/include/behavior_path_planner/behavior_path_planner_node.hpp b/planning/behavior_path_planner/include/behavior_path_planner/behavior_path_planner_node.hpp index b06397c385f2f..d3a1fba057554 100644 --- a/planning/behavior_path_planner/include/behavior_path_planner/behavior_path_planner_node.hpp +++ b/planning/behavior_path_planner/include/behavior_path_planner/behavior_path_planner_node.hpp @@ -148,6 +148,10 @@ class BehaviorPathPlannerNode : public rclcpp::Node // debug rclcpp::Publisher::SharedPtr debug_drivable_area_lanelets_publisher_; rclcpp::Publisher::SharedPtr debug_avoidance_msg_array_publisher_; + /** + * @brief check path if it is unsafe or forced + */ + bool isForcedCandidatePath() const; }; } // namespace behavior_path_planner diff --git a/planning/behavior_path_planner/include/behavior_path_planner/debug_utilities.hpp b/planning/behavior_path_planner/include/behavior_path_planner/debug_utilities.hpp index 995b7e5385858..b36d02a880dde 100644 --- a/planning/behavior_path_planner/include/behavior_path_planner/debug_utilities.hpp +++ b/planning/behavior_path_planner/include/behavior_path_planner/debug_utilities.hpp @@ -15,10 +15,12 @@ #define BEHAVIOR_PATH_PLANNER__DEBUG_UTILITIES_HPP_ #include "behavior_path_planner/scene_module/utils/path_shifter.hpp" +#include "tier4_autoware_utils/tier4_autoware_utils.hpp" #include #include +#include #include #include #include @@ -31,16 +33,52 @@ namespace marker_utils { using autoware_auto_perception_msgs::msg::PredictedObjects; +using autoware_auto_perception_msgs::msg::PredictedPath; using autoware_auto_planning_msgs::msg::PathWithLaneId; using behavior_path_planner::ShiftPointArray; using geometry_msgs::msg::Point; using geometry_msgs::msg::Polygon; using geometry_msgs::msg::Pose; +using geometry_msgs::msg::Twist; using geometry_msgs::msg::Vector3; using std_msgs::msg::ColorRGBA; +using tier4_autoware_utils::Polygon2d; using visualization_msgs::msg::Marker; using visualization_msgs::msg::MarkerArray; +struct CollisionCheckDebug +{ + std::string failed_reason; + std::size_t lane_id{0}; + Pose current_pose{}; + Twist current_twist{}; + Pose expected_ego_pose{}; + Pose expected_obj_pose{}; + Pose relative_to_ego{}; + bool is_front{false}; + bool allow_lane_change{false}; + std::vector lerped_path; + std::vector ego_predicted_path{}; + Polygon2d ego_polygon{}; + Polygon2d obj_polygon{}; +}; + +constexpr std::array, 10> colorsList() +{ + constexpr std::array red = {1., 0., 0.}; + constexpr std::array green = {0., 1., 0.}; + constexpr std::array blue = {0., 0., 1.}; + constexpr std::array yellow = {1., 1., 0.}; + constexpr std::array aqua = {0., 1., 1.}; + constexpr std::array magenta = {1., 0., 1.}; + constexpr std::array medium_orchid = {0.729, 0.333, 0.827}; + constexpr std::array light_pink = {1, 0.713, 0.756}; + constexpr std::array light_yellow = {1, 1, 0.878}; + constexpr std::array light_steel_blue = {0.690, 0.768, 0.870}; + return {red, green, blue, yellow, aqua, + magenta, medium_orchid, light_pink, light_yellow, light_steel_blue}; +} + inline int64_t bitShift(int64_t original_id) { return original_id << (sizeof(int32_t) * 8 / 2); } MarkerArray createPoseMarkerArray( diff --git a/planning/behavior_path_planner/include/behavior_path_planner/scene_module/lane_change/debug.hpp b/planning/behavior_path_planner/include/behavior_path_planner/scene_module/lane_change/debug.hpp new file mode 100644 index 0000000000000..ae32cd130b574 --- /dev/null +++ b/planning/behavior_path_planner/include/behavior_path_planner/scene_module/lane_change/debug.hpp @@ -0,0 +1,43 @@ +// Copyright 2022 TIER IV, Inc. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +#ifndef BEHAVIOR_PATH_PLANNER__SCENE_MODULE__LANE_CHANGE__DEBUG_HPP_ +#define BEHAVIOR_PATH_PLANNER__SCENE_MODULE__LANE_CHANGE__DEBUG_HPP_ + +#include "behavior_path_planner/debug_utilities.hpp" +#include "behavior_path_planner/scene_module/lane_change/lane_change_path.hpp" + +#include +#include +#include + +namespace marker_utils::lane_change_markers +{ +using behavior_path_planner::LaneChangePath; +using marker_utils::CollisionCheckDebug; +using visualization_msgs::msg::MarkerArray; +MarkerArray showObjectInfo( + const std::unordered_map & obj_debug_vec, std::string && ns); +MarkerArray showAllValidLaneChangePath( + const std::vector & lanes, std::string && ns); +MarkerArray showLerpedPose( + const std::unordered_map & obj_debug_vec, std::string && ns); +MarkerArray showEgoPredictedPaths( + const std::unordered_map & obj_debug_vec, std::string && ns); +MarkerArray showPolygon( + const std::unordered_map & obj_debug_vec, std::string && ns); +MarkerArray showPolygonPose( + const std::unordered_map & obj_debug_vec, std::string && ns); +} // namespace marker_utils::lane_change_markers +#endif // BEHAVIOR_PATH_PLANNER__SCENE_MODULE__LANE_CHANGE__DEBUG_HPP_ diff --git a/planning/behavior_path_planner/include/behavior_path_planner/scene_module/lane_change/lane_change_module.hpp b/planning/behavior_path_planner/include/behavior_path_planner/scene_module/lane_change/lane_change_module.hpp index b649e38cf2833..272de83b08a4c 100644 --- a/planning/behavior_path_planner/include/behavior_path_planner/scene_module/lane_change/lane_change_module.hpp +++ b/planning/behavior_path_planner/include/behavior_path_planner/scene_module/lane_change/lane_change_module.hpp @@ -15,6 +15,7 @@ #ifndef BEHAVIOR_PATH_PLANNER__SCENE_MODULE__LANE_CHANGE__LANE_CHANGE_MODULE_HPP_ #define BEHAVIOR_PATH_PLANNER__SCENE_MODULE__LANE_CHANGE__LANE_CHANGE_MODULE_HPP_ +#include "behavior_path_planner/scene_module/lane_change/debug.hpp" #include "behavior_path_planner/scene_module/lane_change/lane_change_path.hpp" #include "behavior_path_planner/scene_module/scene_module_interface.hpp" @@ -25,12 +26,14 @@ #include #include +#include #include #include namespace behavior_path_planner { using autoware_auto_planning_msgs::msg::PathWithLaneId; +using marker_utils::CollisionCheckDebug; struct LaneChangeParameters { @@ -49,6 +52,7 @@ struct LaneChangeParameters bool enable_collision_check_at_prepare_phase; bool use_predicted_path_outside_lanelet; bool use_all_predicted_path; + bool publish_debug_marker; }; struct LaneChangeStatus @@ -166,6 +170,10 @@ class LaneChangeModule : public SceneModuleInterface bool isCurrentSpeedLow() const; bool isAbortConditionSatisfied() const; bool hasFinishedLaneChange() const; + + void setObjectDebugVisualization() const; + mutable std::unordered_map object_debug_; + mutable std::vector debug_valid_path_; }; } // namespace behavior_path_planner diff --git a/planning/behavior_path_planner/include/behavior_path_planner/scene_module/lane_change/util.hpp b/planning/behavior_path_planner/include/behavior_path_planner/scene_module/lane_change/util.hpp index 251fad73f077f..8c43340910929 100644 --- a/planning/behavior_path_planner/include/behavior_path_planner/scene_module/lane_change/util.hpp +++ b/planning/behavior_path_planner/include/behavior_path_planner/scene_module/lane_change/util.hpp @@ -29,6 +29,8 @@ #include #include +#include +#include #include namespace behavior_path_planner::lane_change_utils @@ -65,13 +67,16 @@ bool selectSafePath( const lanelet::ConstLanelets & target_lanes, const PredictedObjects::ConstSharedPtr dynamic_objects, const Pose & current_pose, const Twist & current_twist, const BehaviorPathPlannerParameters & common_parameters, - const LaneChangeParameters & ros_parameters, LaneChangePath * selected_path); + const behavior_path_planner::LaneChangeParameters & ros_parameters, + LaneChangePath * selected_path, + std::unordered_map & debug_data); bool isLaneChangePathSafe( const PathWithLaneId & path, const lanelet::ConstLanelets & current_lanes, const lanelet::ConstLanelets & target_lanes, const PredictedObjects::ConstSharedPtr dynamic_objects, const Pose & current_pose, const Twist & current_twist, const BehaviorPathPlannerParameters & common_parameters, - const LaneChangeParameters & lane_change_parameters, const bool use_buffer = true, + const behavior_path_planner::LaneChangeParameters & lane_change_parameters, + std::unordered_map & debug_data, const bool use_buffer = true, const double acceleration = 0.0); bool hasEnoughDistance( const LaneChangePath & path, const lanelet::ConstLanelets & current_lanes, diff --git a/planning/behavior_path_planner/include/behavior_path_planner/scene_module/scene_module_bt_node_interface.hpp b/planning/behavior_path_planner/include/behavior_path_planner/scene_module/scene_module_bt_node_interface.hpp index f8a29751862a4..5838d775c39be 100644 --- a/planning/behavior_path_planner/include/behavior_path_planner/scene_module/scene_module_bt_node_interface.hpp +++ b/planning/behavior_path_planner/include/behavior_path_planner/scene_module/scene_module_bt_node_interface.hpp @@ -29,6 +29,7 @@ struct SceneModuleStatus explicit SceneModuleStatus(const std::string & n) : module_name(n) {} std::string module_name; // TODO(Horibe) should be const bool is_requested{false}; + bool is_execution_ready{false}; bool is_waiting_approval{false}; BT::NodeStatus status{BT::NodeStatus::IDLE}; }; diff --git a/planning/behavior_path_planner/include/behavior_path_planner/utilities.hpp b/planning/behavior_path_planner/include/behavior_path_planner/utilities.hpp index dd7308fd507c6..7fb9f5feee143 100644 --- a/planning/behavior_path_planner/include/behavior_path_planner/utilities.hpp +++ b/planning/behavior_path_planner/include/behavior_path_planner/utilities.hpp @@ -16,6 +16,7 @@ #define BEHAVIOR_PATH_PLANNER__UTILITIES_HPP_ #include "behavior_path_planner/data_manager.hpp" +#include "behavior_path_planner/debug_utilities.hpp" #include "behavior_path_planner/scene_module/pull_out/pull_out_path.hpp" #include @@ -72,6 +73,7 @@ using tier4_autoware_utils::Point2d; using tier4_autoware_utils::Polygon2d; namespace bg = boost::geometry; using geometry_msgs::msg::Pose; +using marker_utils::CollisionCheckDebug; struct FrenetCoordinate3d { @@ -313,6 +315,8 @@ Polygon2d convertCylindricalObjectToGeometryPolygon( Polygon2d convertPolygonObjectToGeometryPolygon(const Pose & current_pose, const Shape & obj_shape); +std::string getUuidStr(const PredictedObject & obj); + std::vector getPredictedPathFromObj( const PredictedObject & obj, const bool & is_use_all_predicted_path); @@ -347,7 +351,7 @@ bool isLongitudinalDistanceEnough( bool hasEnoughDistance( const Pose & expected_ego_pose, const Twist & ego_current_twist, const Pose & expected_object_pose, const Twist & object_current_twist, - const BehaviorPathPlannerParameters & param); + const BehaviorPathPlannerParameters & param, CollisionCheckDebug & debug); bool isLateralDistanceEnough( const double & relative_lateral_distance, const double & lateral_distance_threshold); @@ -357,15 +361,15 @@ bool isSafeInLaneletCollisionCheck( const PredictedPath & ego_predicted_path, const double & ego_vehicle_length, const double & ego_vehicle_width, const double & check_start_time, const double & check_end_time, const double & check_time_resolution, const PredictedObject & target_object, - const PredictedPath & target_object_path, - const BehaviorPathPlannerParameters & common_parameters); + const PredictedPath & target_object_path, const BehaviorPathPlannerParameters & common_parameters, + CollisionCheckDebug & debug); bool isSafeInFreeSpaceCollisionCheck( const Pose & ego_current_pose, const Twist & ego_current_twist, const PredictedPath & ego_predicted_path, const double & ego_vehicle_length, const double & ego_vehicle_width, const double & check_start_time, const double & check_end_time, const double & check_time_resolution, const PredictedObject & target_object, - const BehaviorPathPlannerParameters & common_parameters); + const BehaviorPathPlannerParameters & common_parameters, CollisionCheckDebug & debug); } // namespace behavior_path_planner::util #endif // BEHAVIOR_PATH_PLANNER__UTILITIES_HPP_ diff --git a/planning/behavior_path_planner/src/behavior_path_planner_node.cpp b/planning/behavior_path_planner/src/behavior_path_planner_node.cpp index e0a423878e3c3..bacc818ceea10 100644 --- a/planning/behavior_path_planner/src/behavior_path_planner_node.cpp +++ b/planning/behavior_path_planner/src/behavior_path_planner_node.cpp @@ -329,7 +329,8 @@ LaneChangeParameters BehaviorPathPlannerNode::getLaneChangeParam() p.enable_abort_lane_change = dp("enable_abort_lane_change", true); p.enable_collision_check_at_prepare_phase = dp("enable_collision_check_at_prepare_phase", true); p.use_predicted_path_outside_lanelet = dp("use_predicted_path_outside_lanelet", true); - p.use_all_predicted_path = dp("use_all_predicted_path", false); + p.use_all_predicted_path = dp("use_all_predicted_path", true); + p.publish_debug_marker = dp("publish_debug_marker", false); // validation of parameters if (p.lane_change_sampling_num < 1) { @@ -552,18 +553,19 @@ void BehaviorPathPlannerNode::run() // path handling const auto path = getPath(output, planner_data); - const auto path_candidate = getPathCandidate(output, planner_data); // update planner data planner_data_->prev_output_path = path; mutex_pd_.unlock(); PathWithLaneId clipped_path; - if (skipSmoothGoalConnection(bt_manager_->getModulesStatus())) { + const auto module_status_ptr_vec = bt_manager_->getModulesStatus(); + if (skipSmoothGoalConnection(module_status_ptr_vec)) { clipped_path = *path; } else { clipped_path = modifyPathForSmoothGoalConnection(*path); } + clipPathLength(clipped_path); if (!clipped_path.points.empty()) { path_publisher_->publish(clipped_path); @@ -572,6 +574,7 @@ void BehaviorPathPlannerNode::run() get_logger(), *get_clock(), 5000, "behavior path output is empty! Stop publish."); } + const auto path_candidate = getPathCandidate(output, planner_data); path_candidate_publisher_->publish(util::toPath(*path_candidate)); // for turn signal @@ -627,6 +630,13 @@ PathWithLaneId::SharedPtr BehaviorPathPlannerNode::getPathCandidate( { auto path_candidate = bt_output.path_candidate ? bt_output.path_candidate : std::make_shared(); + + if (isForcedCandidatePath()) { + for (auto & path_point : path_candidate->points) { + path_point.point.longitudinal_velocity_mps = 1.0; + } + } + path_candidate->header = planner_data->route_handler->getRouteHeader(); path_candidate->header.stamp = this->now(); RCLCPP_DEBUG( @@ -635,6 +645,26 @@ PathWithLaneId::SharedPtr BehaviorPathPlannerNode::getPathCandidate( return path_candidate; } +bool BehaviorPathPlannerNode::isForcedCandidatePath() const +{ + const auto & module_status_ptr_vec = bt_manager_->getModulesStatus(); + for (const auto & module_status_ptr : module_status_ptr_vec) { + if (!module_status_ptr) { + continue; + } + if (module_status_ptr->module_name != "LaneChange") { + continue; + } + const auto & is_waiting_approval = module_status_ptr->is_waiting_approval; + const auto & is_execution_ready = module_status_ptr->is_execution_ready; + if (is_waiting_approval && !is_execution_ready) { + return true; + } + break; + } + return false; +} + bool BehaviorPathPlannerNode::skipSmoothGoalConnection( const std::vector> & statuses) const { diff --git a/planning/behavior_path_planner/src/scene_module/lane_change/debug.cpp b/planning/behavior_path_planner/src/scene_module/lane_change/debug.cpp new file mode 100644 index 0000000000000..908087baeeef9 --- /dev/null +++ b/planning/behavior_path_planner/src/scene_module/lane_change/debug.cpp @@ -0,0 +1,237 @@ +// Copyright 2022 TIER IV, Inc. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +#include "behavior_path_planner/scene_module/utils/path_shifter.hpp" + +#include +#include + +#include +#include + +#include +#include +#include +#include + +namespace marker_utils::lane_change_markers +{ +using geometry_msgs::msg::Point; +using tier4_autoware_utils::createDefaultMarker; +using tier4_autoware_utils::createMarkerColor; +using tier4_autoware_utils::createMarkerScale; + +MarkerArray showObjectInfo( + const std::unordered_map & obj_debug_vec, std::string && ns) +{ + Marker marker = createDefaultMarker( + "map", rclcpp::Clock{RCL_ROS_TIME}.now(), ns, 0L, Marker::TEXT_VIEW_FACING, + createMarkerScale(0.5, 0.5, 0.5), createMarkerColor(0.0, 1.0, 1.0, 0.999)); + + MarkerArray marker_array; + int32_t id{0}; + + marker_array.markers.reserve(obj_debug_vec.size()); + + for (const auto & [uuid, info] : obj_debug_vec) { + marker.id = ++id; + marker.pose = info.current_pose; + + std::ostringstream ss; + + ss << info.failed_reason << "\nLon: " << std::setprecision(4) << info.relative_to_ego.position.x + << "\nLat: " << info.relative_to_ego.position.y; + + marker.text = ss.str(); + + marker_array.markers.push_back(marker); + } + return marker_array; +} + +MarkerArray showAllValidLaneChangePath(const std::vector & lanes, std::string && ns) +{ + if (lanes.empty()) { + return MarkerArray{}; + } + + MarkerArray marker_array; + int32_t id{0}; + const auto current_time{rclcpp::Clock{RCL_ROS_TIME}.now()}; + + constexpr auto colors = colorsList(); + const auto loop_size = std::min(lanes.size(), colors.size()); + marker_array.markers.reserve(loop_size); + + for (std::size_t idx = 0; idx < loop_size; ++idx) { + if (lanes.at(idx).path.points.empty()) { + continue; + } + + const auto & color = colors.at(idx); + Marker marker = createDefaultMarker( + "map", current_time, ns, ++id, Marker::LINE_STRIP, createMarkerScale(0.1, 0.1, 0.0), + createMarkerColor(color[0], color[1], color[2], 0.9)); + marker.points.reserve(lanes.at(idx).path.points.size()); + + for (const auto & point : lanes.at(idx).path.points) { + marker.points.push_back(point.point.pose.position); + } + + marker_array.markers.push_back(marker); + } + return marker_array; +} + +MarkerArray showLerpedPose( + const std::unordered_map & obj_debug_vec, std::string && ns) +{ + MarkerArray marker_array; + int32_t id{0}; + const auto current_time{rclcpp::Clock{RCL_ROS_TIME}.now()}; + marker_array.markers.reserve(obj_debug_vec.size()); + + for (const auto & [uuid, info] : obj_debug_vec) { + Marker marker = createDefaultMarker( + "map", current_time, ns, ++id, Marker::POINTS, createMarkerScale(0.3, 0.3, 0.3), + createMarkerColor(1.0, 0.3, 1.0, 0.9)); + marker.points.reserve(info.lerped_path.size()); + + for (const auto & point : info.lerped_path) { + marker.points.push_back(point.position); + } + + marker_array.markers.push_back(marker); + } + return marker_array; +} + +MarkerArray showEgoPredictedPaths( + const std::unordered_map & obj_debug_vec, std::string && ns) +{ + if (obj_debug_vec.empty()) { + return MarkerArray{}; + } + + MarkerArray marker_array; + constexpr auto colors = colorsList(); + constexpr float scale_val = 0.2; + const auto current_time{rclcpp::Clock{RCL_ROS_TIME}.now()}; + marker_array.markers.reserve(obj_debug_vec.size()); + + int32_t id{0}; + for (const auto & [uuid, info] : obj_debug_vec) { + const auto loop_size = std::min(info.ego_predicted_path.size(), colors.size()); + + for (std::size_t idx = 0; idx < loop_size; ++idx) { + const auto & path = info.ego_predicted_path.at(idx).path; + const auto & color = colors.at(idx); + + Marker marker = createDefaultMarker( + "map", current_time, ns, ++id, Marker::LINE_STRIP, + createMarkerScale(scale_val, scale_val, scale_val), + createMarkerColor(color[0], color[1], color[2], 0.9)); + + marker.points.reserve(path.size()); + + for (const auto & point : path) { + marker.points.push_back(point.position); + } + + marker_array.markers.push_back(marker); + } + } + return marker_array; +} + +MarkerArray showPolygon( + const std::unordered_map & obj_debug_vec, std::string && ns) +{ + if (obj_debug_vec.empty()) { + return MarkerArray{}; + } + + constexpr float scale_val{0.2}; + int32_t id{0}; + Marker ego_marker = createDefaultMarker( + "map", rclcpp::Clock{RCL_ROS_TIME}.now(), ns, id, Marker::LINE_STRIP, + createMarkerScale(scale_val, scale_val, scale_val), createMarkerColor(1.0, 1.0, 1.0, 0.9)); + Marker obj_marker = ego_marker; + MarkerArray marker_array; + + constexpr auto colors = colorsList(); + const auto loop_size = std::min(obj_debug_vec.size(), colors.size()); + + marker_array.markers.reserve(loop_size * 2); + size_t idx{0}; + + for (const auto & [uuid, info] : obj_debug_vec) { + if (idx >= loop_size) { + break; + } + const auto & color = colors.at(idx); + const auto & ego_polygon = info.ego_polygon.outer(); + ego_marker.id = ++id; + ego_marker.color = createMarkerColor(color[0], color[1], color[2], 0.8); + ego_marker.points.reserve(ego_polygon.size()); + for (const auto & p : ego_polygon) { + ego_marker.points.push_back(tier4_autoware_utils::createPoint(p.x(), p.y(), 0.0)); + } + marker_array.markers.push_back(ego_marker); + + const auto & obj_polygon = info.obj_polygon.outer(); + obj_marker.id = ++id; + obj_marker.color = createMarkerColor(color[0], color[1], color[2], 0.8); + obj_marker.points.reserve(obj_polygon.size()); + for (const auto & p : obj_polygon) { + obj_marker.points.push_back(tier4_autoware_utils::createPoint(p.x(), p.y(), 0.0)); + } + marker_array.markers.push_back(obj_marker); + ++idx; + ego_marker.points.clear(); + obj_marker.points.clear(); + } + + return marker_array; +} + +MarkerArray showPolygonPose( + const std::unordered_map & obj_debug_vec, std::string && ns) +{ + constexpr auto colors = colorsList(); + const auto loop_size = std::min(colors.size(), obj_debug_vec.size()); + MarkerArray marker_array; + int32_t id{0}; + size_t idx{0}; + const auto current_time{rclcpp::Clock{RCL_ROS_TIME}.now()}; + marker_array.markers.reserve(obj_debug_vec.size()); + + for (const auto & [uuid, info] : obj_debug_vec) { + const auto & color = colors.at(idx); + Marker marker = createDefaultMarker( + "map", current_time, ns, ++id, Marker::POINTS, createMarkerScale(0.2, 0.2, 0.2), + createMarkerColor(color[0], color[1], color[2], 0.999)); + marker.points.reserve(2); + marker.points.push_back(info.expected_ego_pose.position); + marker.points.push_back(info.expected_obj_pose.position); + marker_array.markers.push_back(marker); + ++idx; + if (idx >= loop_size) { + break; + } + } + + return marker_array; +} +} // namespace marker_utils::lane_change_markers diff --git a/planning/behavior_path_planner/src/scene_module/lane_change/lane_change_module.cpp b/planning/behavior_path_planner/src/scene_module/lane_change/lane_change_module.cpp index f0f5b932935a4..265a001c9f4db 100644 --- a/planning/behavior_path_planner/src/scene_module/lane_change/lane_change_module.cpp +++ b/planning/behavior_path_planner/src/scene_module/lane_change/lane_change_module.cpp @@ -80,6 +80,7 @@ void LaneChangeModule::onExit() { clearWaitingApproval(); removeRTCStatus(); + debug_marker_.markers.clear(); current_state_ = BT::NodeStatus::IDLE; RCLCPP_DEBUG(getLogger(), "LANE_CHANGE onExit"); } @@ -385,11 +386,20 @@ std::pair LaneChangeModule::getSafePath( if (valid_paths.empty()) { return std::make_pair(false, false); } + debug_valid_path_ = valid_paths; // select safe path + object_debug_.clear(); bool found_safe_path = lane_change_utils::selectSafePath( valid_paths, current_lanes, check_lanes, planner_data_->dynamic_object, current_pose, - current_twist, common_parameters, parameters_, &safe_path); + current_twist, common_parameters, parameters_, &safe_path, object_debug_); + + if (parameters_.publish_debug_marker) { + setObjectDebugVisualization(); + } else { + debug_marker_.markers.clear(); + } + return std::make_pair(true, found_safe_path); } @@ -455,9 +465,10 @@ bool LaneChangeModule::isAbortConditionSatisfied() const const auto check_lanes = route_handler->getCheckTargetLanesFromPath( path.path, status_.lane_change_lanes, check_distance_with_path); + std::unordered_map debug_data; is_path_safe = lane_change_utils::isLaneChangePathSafe( path.path, current_lanes, check_lanes, objects, current_pose, current_twist, - common_parameters, parameters_, false, status_.lane_change_path.acceleration); + common_parameters, parameters_, debug_data, false, status_.lane_change_path.acceleration); } // check vehicle velocity thresh @@ -524,4 +535,24 @@ bool LaneChangeModule::hasFinishedLaneChange() const return travel_distance > finish_distance; } +void LaneChangeModule::setObjectDebugVisualization() const +{ + using marker_utils::lane_change_markers::showAllValidLaneChangePath; + using marker_utils::lane_change_markers::showLerpedPose; + using marker_utils::lane_change_markers::showObjectInfo; + using marker_utils::lane_change_markers::showPolygon; + using marker_utils::lane_change_markers::showPolygonPose; + + debug_marker_.markers.clear(); + const auto add = [this](const MarkerArray & added) { + tier4_autoware_utils::appendMarkerArray(added, &debug_marker_); + }; + + add(showObjectInfo(object_debug_, "object_debug_info")); + add(showLerpedPose(object_debug_, "lerp_pose_before_true")); + add(showPolygonPose(object_debug_, "expected_pose")); + add(showPolygon(object_debug_, "lerped_polygon")); + add(showAllValidLaneChangePath(debug_valid_path_, "lane_change_valid_paths")); +} + } // namespace behavior_path_planner diff --git a/planning/behavior_path_planner/src/scene_module/lane_change/util.cpp b/planning/behavior_path_planner/src/scene_module/lane_change/util.cpp index 6108de408472a..a7783569686c0 100644 --- a/planning/behavior_path_planner/src/scene_module/lane_change/util.cpp +++ b/planning/behavior_path_planner/src/scene_module/lane_change/util.cpp @@ -288,12 +288,13 @@ bool selectSafePath( const lanelet::ConstLanelets & target_lanes, const PredictedObjects::ConstSharedPtr dynamic_objects, const Pose & current_pose, const Twist & current_twist, const BehaviorPathPlannerParameters & common_parameters, - const LaneChangeParameters & ros_parameters, LaneChangePath * selected_path) + const LaneChangeParameters & ros_parameters, LaneChangePath * selected_path, + std::unordered_map & debug_data) { for (const auto & path : paths) { if (isLaneChangePathSafe( path.path, current_lanes, target_lanes, dynamic_objects, current_pose, current_twist, - common_parameters, ros_parameters, true, path.acceleration)) { + common_parameters, ros_parameters, debug_data, true, path.acceleration)) { *selected_path = path; return true; } @@ -344,7 +345,8 @@ bool isLaneChangePathSafe( const lanelet::ConstLanelets & target_lanes, const PredictedObjects::ConstSharedPtr dynamic_objects, const Pose & current_pose, const Twist & current_twist, const BehaviorPathPlannerParameters & common_parameters, - const LaneChangeParameters & lane_change_parameters, const bool use_buffer, + const LaneChangeParameters & lane_change_parameters, + std::unordered_map & debug_data, const bool use_buffer, const double acceleration) { if (dynamic_objects == nullptr) { @@ -390,15 +392,37 @@ bool isLaneChangePathSafe( *dynamic_objects, current_lane_object_indices_lanelet, path, vehicle_width / 2 + lateral_buffer); + const auto assignDebugData = [](const PredictedObject & obj) { + CollisionCheckDebug debug; + const auto key = util::getUuidStr(obj); + debug.current_pose = obj.kinematics.initial_pose_with_covariance.pose; + debug.current_twist = obj.kinematics.initial_twist_with_covariance.twist; + return std::make_pair(key, debug); + }; + + const auto appendDebugInfo = + [&debug_data](std::pair & obj, bool && is_allowed) { + const auto & key = obj.first; + auto & element = obj.second; + element.allow_lane_change = is_allowed; + if (debug_data.find(key) != debug_data.end()) { + debug_data[key] = element; + } else { + debug_data.insert(obj); + } + }; + for (const auto & i : current_lane_object_indices) { const auto & obj = dynamic_objects->objects.at(i); + auto current_debug_data = assignDebugData(obj); const auto predicted_paths = util::getPredictedPathFromObj(obj, lane_change_parameters.use_all_predicted_path); for (const auto & obj_path : predicted_paths) { if (!util::isSafeInLaneletCollisionCheck( current_pose, current_twist, vehicle_predicted_path, vehicle_length, vehicle_width, current_lane_check_start_time, current_lane_check_end_time, time_resolution, obj, - obj_path, common_parameters)) { + obj_path, common_parameters, current_debug_data.second)) { + appendDebugInfo(current_debug_data, false); return false; } } @@ -407,6 +431,8 @@ bool isLaneChangePathSafe( // Collision check for objects in lane change target lane for (const auto & i : target_lane_object_indices) { const auto & obj = dynamic_objects->objects.at(i); + auto current_debug_data = assignDebugData(obj); + current_debug_data.second.ego_predicted_path.push_back(vehicle_predicted_path); bool is_object_in_target = false; if (lane_change_parameters.use_predicted_path_outside_lanelet) { is_object_in_target = true; @@ -426,7 +452,8 @@ bool isLaneChangePathSafe( if (!util::isSafeInLaneletCollisionCheck( current_pose, current_twist, vehicle_predicted_path, vehicle_length, vehicle_width, target_lane_check_start_time, target_lane_check_end_time, time_resolution, obj, - obj_path, common_parameters)) { + obj_path, common_parameters, current_debug_data.second)) { + appendDebugInfo(current_debug_data, false); return false; } } @@ -434,10 +461,12 @@ bool isLaneChangePathSafe( if (!util::isSafeInFreeSpaceCollisionCheck( current_pose, current_twist, vehicle_predicted_path, vehicle_length, vehicle_width, target_lane_check_start_time, target_lane_check_end_time, time_resolution, obj, - common_parameters)) { + common_parameters, current_debug_data.second)) { + appendDebugInfo(current_debug_data, false); return false; } } + appendDebugInfo(current_debug_data, true); } return true; } diff --git a/planning/behavior_path_planner/src/scene_module/scene_module_bt_node_interface.cpp b/planning/behavior_path_planner/src/scene_module/scene_module_bt_node_interface.cpp index cef1669005d74..33c7ba62cb0a1 100644 --- a/planning/behavior_path_planner/src/scene_module/scene_module_bt_node_interface.cpp +++ b/planning/behavior_path_planner/src/scene_module/scene_module_bt_node_interface.cpp @@ -45,6 +45,7 @@ BT::NodeStatus SceneModuleBTNodeInterface::tick() scene_module_->onEntry(); module_status_->is_waiting_approval = scene_module_->isWaitingApproval(); + module_status_->is_execution_ready = scene_module_->isExecutionReady(); const bool is_lane_following = scene_module_->name() == "LaneFollowing"; @@ -59,6 +60,7 @@ BT::NodeStatus SceneModuleBTNodeInterface::tick() RCLCPP_ERROR_STREAM(scene_module_->getLogger(), "setOutput() failed : " << res.error()); } module_status_->is_waiting_approval = scene_module_->isWaitingApproval(); + module_status_->is_execution_ready = scene_module_->isExecutionReady(); } catch (const std::exception & e) { RCLCPP_ERROR_STREAM( scene_module_->getLogger(), "behavior module has failed with exception: " << e.what()); @@ -81,6 +83,7 @@ BT::NodeStatus SceneModuleBTNodeInterface::tick() // for data output module_status_->status = current_status; module_status_->is_waiting_approval = scene_module_->isWaitingApproval(); + module_status_->is_execution_ready = scene_module_->isExecutionReady(); } catch (const std::exception & e) { RCLCPP_ERROR_STREAM( scene_module_->getLogger(), "behavior module has failed with exception: " << e.what()); diff --git a/planning/behavior_path_planner/src/utilities.cpp b/planning/behavior_path_planner/src/utilities.cpp index c47079725439f..a2e0e3c22cb60 100644 --- a/planning/behavior_path_planner/src/utilities.cpp +++ b/planning/behavior_path_planner/src/utilities.cpp @@ -2035,6 +2035,15 @@ Polygon2d convertPolygonObjectToGeometryPolygon(const Pose & current_pose, const return object_polygon; } +std::string getUuidStr(const PredictedObject & obj) +{ + std::stringstream hex_value; + for (const auto & uuid : obj.object_id.uuid) { + hex_value << std::hex << std::setfill('0') << std::setw(2) << +uuid; + } + return hex_value.str(); +} + template ProjectedDistancePoint pointToSegment( const Point2d & reference_point, const Point2d & point_from_ego, @@ -2208,10 +2217,11 @@ bool isLongitudinalDistanceEnough( bool hasEnoughDistance( const Pose & expected_ego_pose, const Twist & ego_current_twist, const Pose & expected_object_pose, const Twist & object_current_twist, - const BehaviorPathPlannerParameters & param) + const BehaviorPathPlannerParameters & param, CollisionCheckDebug & debug) { const auto front_vehicle_pose = projectCurrentPoseToTarget(expected_ego_pose, expected_object_pose); + debug.relative_to_ego = front_vehicle_pose; if (isLateralDistanceEnough( front_vehicle_pose.position.y, param.lateral_distance_max_threshold)) { @@ -2219,6 +2229,7 @@ bool hasEnoughDistance( } const auto is_obj_in_front = isObjectFront(front_vehicle_pose); + debug.is_front = is_obj_in_front; const auto front_vehicle_velocity = (is_obj_in_front) ? object_current_twist.linear : ego_current_twist.linear; @@ -2253,13 +2264,20 @@ bool isSafeInLaneletCollisionCheck( const PredictedPath & ego_predicted_path, const double & ego_vehicle_length, const double & ego_vehicle_width, const double & check_start_time, const double & check_end_time, const double & check_time_resolution, const PredictedObject & target_object, - const PredictedPath & target_object_path, const BehaviorPathPlannerParameters & common_parameters) + const PredictedPath & target_object_path, const BehaviorPathPlannerParameters & common_parameters, + CollisionCheckDebug & debug) { + const auto lerp_path_reserve = (check_end_time - check_start_time) / check_time_resolution; + if (lerp_path_reserve > 1e-3) { + debug.lerped_path.reserve(static_cast(lerp_path_reserve)); + } + for (double t = check_start_time; t < check_end_time; t += check_time_resolution) { Pose expected_obj_pose; tier4_autoware_utils::Polygon2d obj_polygon; if (!util::getObjectExpectedPoseAndConvertToPolygon( target_object_path, target_object, expected_obj_pose, obj_polygon, t)) { + debug.failed_reason = "get_obj_info_failed"; continue; } @@ -2268,20 +2286,29 @@ bool isSafeInLaneletCollisionCheck( if (!util::getEgoExpectedPoseAndConvertToPolygon( ego_current_pose, ego_predicted_path, expected_ego_pose, ego_polygon, t, ego_vehicle_length, ego_vehicle_width)) { + debug.failed_reason = "get_ego_info_failed"; continue; } + debug.ego_polygon = ego_polygon; + debug.obj_polygon = obj_polygon; if (boost::geometry::overlaps(ego_polygon, obj_polygon)) { + debug.failed_reason = "overlap_polygon"; return false; } + debug.lerped_path.push_back(expected_ego_pose); + util::getProjectedDistancePointFromPolygons( ego_polygon, obj_polygon, expected_ego_pose, expected_obj_pose); + debug.expected_ego_pose = expected_ego_pose; + debug.expected_obj_pose = expected_obj_pose; const auto & object_twist = target_object.kinematics.initial_twist_with_covariance.twist; if (!util::hasEnoughDistance( - expected_ego_pose, ego_current_twist, expected_obj_pose, object_twist, - common_parameters)) { + expected_ego_pose, ego_current_twist, expected_obj_pose, object_twist, common_parameters, + debug)) { + debug.failed_reason = "not_enough_longitudinal"; return false; } } @@ -2293,7 +2320,7 @@ bool isSafeInFreeSpaceCollisionCheck( const PredictedPath & ego_predicted_path, const double & ego_vehicle_length, const double & ego_vehicle_width, const double & check_start_time, const double & check_end_time, const double & check_time_resolution, const PredictedObject & target_object, - const BehaviorPathPlannerParameters & common_parameters) + const BehaviorPathPlannerParameters & common_parameters, CollisionCheckDebug & debug) { tier4_autoware_utils::Polygon2d obj_polygon; if (!util::calcObjectPolygon(target_object, &obj_polygon)) { @@ -2305,10 +2332,14 @@ bool isSafeInFreeSpaceCollisionCheck( if (!util::getEgoExpectedPoseAndConvertToPolygon( ego_current_pose, ego_predicted_path, expected_ego_pose, ego_polygon, t, ego_vehicle_length, ego_vehicle_width)) { + debug.failed_reason = "get_ego_info_failed"; continue; } + debug.ego_polygon = ego_polygon; + debug.obj_polygon = obj_polygon; if (boost::geometry::overlaps(ego_polygon, obj_polygon)) { + debug.failed_reason = "overlap_polygon"; return false; } @@ -2316,11 +2347,15 @@ bool isSafeInFreeSpaceCollisionCheck( util::getProjectedDistancePointFromPolygons( ego_polygon, obj_polygon, expected_ego_pose, expected_obj_pose); + debug.expected_ego_pose = expected_ego_pose; + debug.expected_obj_pose = expected_obj_pose; + const auto object_twist = target_object.kinematics.initial_twist_with_covariance.twist; if (!util::hasEnoughDistance( expected_ego_pose, ego_current_twist, target_object.kinematics.initial_pose_with_covariance.pose, object_twist, - common_parameters)) { + common_parameters, debug)) { + debug.failed_reason = "not_enough_longitudinal"; return false; } } From ccc2da543249b46242dc6212b7930d393da227f9 Mon Sep 17 00:00:00 2001 From: Takayuki Murooka Date: Tue, 30 Aug 2022 12:46:51 +0900 Subject: [PATCH 09/64] chore(planning/control packages): organized authors and maintainers (#1610) * organized planning authors and maintainers Signed-off-by: Takayuki Murooka * organized control authors and maintainers Signed-off-by: Takayuki Murooka * fix typo Signed-off-by: Takayuki Murooka * fix colcon test Signed-off-by: Takayuki Murooka * fix Update control/external_cmd_selector/package.xml Update control/vehicle_cmd_gate/package.xml Co-authored-by: Kenji Miyake <31987104+kenji-miyake@users.noreply.github.com> Update planning/motion_velocity_smoother/package.xml Co-authored-by: Kenji Miyake <31987104+kenji-miyake@users.noreply.github.com> Update planning/planning_debug_tools/package.xml Co-authored-by: Kenji Miyake <31987104+kenji-miyake@users.noreply.github.com> Update control/shift_decider/package.xml Co-authored-by: Kenji Miyake <31987104+kenji-miyake@users.noreply.github.com> Update control/pure_pursuit/package.xml Co-authored-by: Kenji Miyake <31987104+kenji-miyake@users.noreply.github.com> Update planning/freespace_planner/package.xml Co-authored-by: Hiroki OTA Update control/operation_mode_transition_manager/package.xml Co-authored-by: Kenji Miyake <31987104+kenji-miyake@users.noreply.github.com> Update planning/planning_debug_tools/package.xml Co-authored-by: Kenji Miyake <31987104+kenji-miyake@users.noreply.github.com> Update control/shift_decider/package.xml Co-authored-by: Kenji Miyake <31987104+kenji-miyake@users.noreply.github.com> Update control/pure_pursuit/package.xml Co-authored-by: Kenji Miyake <31987104+kenji-miyake@users.noreply.github.com> Update control/operation_mode_transition_manager/package.xml Co-authored-by: Kenji Miyake <31987104+kenji-miyake@users.noreply.github.com> * fix Signed-off-by: Kenji Miyake * fix Signed-off-by: Kenji Miyake Signed-off-by: Takayuki Murooka Signed-off-by: Kenji Miyake Co-authored-by: Kenji Miyake <31987104+kenji-miyake@users.noreply.github.com> Co-authored-by: Kenji Miyake --- common/kalman_filter/package.xml | 2 +- common/tier4_autoware_utils/package.xml | 2 +- .../control_performance_analysis/package.xml | 3 ++ control/joy_controller/package.xml | 2 ++ control/lane_departure_checker/package.xml | 4 ++- .../obstacle_collision_checker/package.xml | 1 + .../package.xml | 4 ++- control/pure_pursuit/package.xml | 6 ++-- control/shift_decider/package.xml | 4 +-- control/trajectory_follower/package.xml | 11 ++++++- control/trajectory_follower_nodes/package.xml | 11 ++++++- control/vehicle_cmd_gate/package.xml | 4 ++- launch/tier4_autoware_api_launch/package.xml | 2 +- launch/tier4_control_launch/package.xml | 2 +- launch/tier4_map_launch/package.xml | 2 +- launch/tier4_planning_launch/package.xml | 2 +- map/map_loader/package.xml | 2 +- .../lanelet2_map_preprocessor/package.xml | 2 +- .../package.xml | 2 +- .../radar_tracks_msgs_converter/package.xml | 1 + planning/behavior_path_planner/package.xml | 21 +++++++++++- .../behavior_velocity_planner/package.xml | 32 ++++++++++++++++++- planning/costmap_generator/package.xml | 2 ++ .../package.xml | 2 ++ planning/freespace_planner/package.xml | 8 ++--- planning/mission_planner/package.xml | 4 ++- planning/motion_velocity_smoother/package.xml | 8 +++-- .../obstacle_avoidance_planner/package.xml | 4 ++- planning/obstacle_cruise_planner/package.xml | 6 +++- planning/obstacle_stop_planner/package.xml | 7 +++- planning/planning_debug_tools/package.xml | 4 ++- planning/planning_error_monitor/package.xml | 2 ++ planning/planning_evaluator/package.xml | 2 ++ planning/route_handler/package.xml | 2 ++ planning/rtc_auto_approver/package.xml | 2 ++ planning/rtc_interface/package.xml | 2 ++ planning/scenario_selector/package.xml | 2 ++ .../surround_obstacle_checker/package.xml | 2 ++ .../simple_planning_simulator/package.xml | 2 +- vehicle/external_cmd_converter/package.xml | 4 +-- vehicle/raw_vehicle_cmd_converter/package.xml | 6 ++-- 41 files changed, 156 insertions(+), 37 deletions(-) diff --git a/common/kalman_filter/package.xml b/common/kalman_filter/package.xml index 6771e3c1a3238..84887dc4e5804 100644 --- a/common/kalman_filter/package.xml +++ b/common/kalman_filter/package.xml @@ -4,7 +4,7 @@ kalman_filter 0.1.0 The kalman filter package - Yukihiro Saito Horibe + Yukihiro Saito Apache License 2.0 Takamasa Horibe diff --git a/common/tier4_autoware_utils/package.xml b/common/tier4_autoware_utils/package.xml index 193cf657ea830..1e9acb6101935 100644 --- a/common/tier4_autoware_utils/package.xml +++ b/common/tier4_autoware_utils/package.xml @@ -4,7 +4,7 @@ tier4_autoware_utils 0.1.0 The tier4_autoware_utils package - Takamasa Horibe + Takamasa Horibe Kenji Miyake Apache License 2.0 diff --git a/control/control_performance_analysis/package.xml b/control/control_performance_analysis/package.xml index 67626d8de41cb..17f1b35129347 100644 --- a/control/control_performance_analysis/package.xml +++ b/control/control_performance_analysis/package.xml @@ -9,6 +9,9 @@ Apache License 2.0 + Ali Boyali + Berkay Karaman + ament_cmake_auto rosidl_default_generators diff --git a/control/joy_controller/package.xml b/control/joy_controller/package.xml index 11d47f8afa3d9..ad992590adc7b 100644 --- a/control/joy_controller/package.xml +++ b/control/joy_controller/package.xml @@ -7,6 +7,8 @@ Kenji Miyake Apache License 2.0 + Kenji Miyake + ament_cmake_auto autoware_cmake diff --git a/control/lane_departure_checker/package.xml b/control/lane_departure_checker/package.xml index 6658dcc61bd57..b73105c6b5ee0 100644 --- a/control/lane_departure_checker/package.xml +++ b/control/lane_departure_checker/package.xml @@ -4,9 +4,11 @@ lane_departure_checker 0.1.0 The lane_departure_checker package - Kenji Miyake + Kyoichi Sugahara Apache License 2.0 + Kenji Miyake + ament_cmake_auto autoware_cmake diff --git a/control/obstacle_collision_checker/package.xml b/control/obstacle_collision_checker/package.xml index 2c5f980b899be..c49dcf646c105 100644 --- a/control/obstacle_collision_checker/package.xml +++ b/control/obstacle_collision_checker/package.xml @@ -7,6 +7,7 @@ Kenji Miyake Apache License 2.0 + Kenji Miyake Satoshi Tanaka ament_cmake diff --git a/control/operation_mode_transition_manager/package.xml b/control/operation_mode_transition_manager/package.xml index d469750163547..9db703b6ea7db 100644 --- a/control/operation_mode_transition_manager/package.xml +++ b/control/operation_mode_transition_manager/package.xml @@ -2,9 +2,11 @@ operation_mode_transition_manager 0.1.0 The vehicle_cmd_gate package - Takamasa Horibe + Takamasa Horibe Apache License 2.0 + Takamasa Horibe + autoware_cmake rosidl_default_generators diff --git a/control/pure_pursuit/package.xml b/control/pure_pursuit/package.xml index b780835bff3df..0cd68d0749ee0 100644 --- a/control/pure_pursuit/package.xml +++ b/control/pure_pursuit/package.xml @@ -4,10 +4,12 @@ pure_pursuit 0.1.0 The pure_pursuit package - Kenji Miyake - Takamasa Horibe + Takamasa Horibe Apache License 2.0 + Kenji Miyake + Takamasa Horibe + ament_cmake_auto autoware_cmake diff --git a/control/shift_decider/package.xml b/control/shift_decider/package.xml index 29033dcf960bf..a8c347b061472 100644 --- a/control/shift_decider/package.xml +++ b/control/shift_decider/package.xml @@ -4,10 +4,10 @@ shift_decider 0.1.0 The shift_decider package - Takamasa Horibe + Takamasa Horibe Apache License 2.0 - Takamasa Horibe + Takamasa Horibe ament_cmake diff --git a/control/trajectory_follower/package.xml b/control/trajectory_follower/package.xml index 296c7f7f6c59a..559d79cc4ace6 100644 --- a/control/trajectory_follower/package.xml +++ b/control/trajectory_follower/package.xml @@ -4,9 +4,18 @@ trajectory_follower 1.0.0 Library for generating lateral and longitudinal controls following a trajectory - Maxime CLEMENT + + + Takamasa Horibe + + Takayuki Murooka + Apache 2.0 + Takamasa Horibe + Maxime CLEMENT + Takayuki Murooka + ament_cmake_auto autoware_cmake diff --git a/control/trajectory_follower_nodes/package.xml b/control/trajectory_follower_nodes/package.xml index b3a982b0a6b9b..de184228e5f87 100644 --- a/control/trajectory_follower_nodes/package.xml +++ b/control/trajectory_follower_nodes/package.xml @@ -4,9 +4,18 @@ trajectory_follower_nodes 1.0.0 Nodes to follow a trajectory by generating control commands separated into lateral and longitudinal commands - Maxime CLEMENT + + + Takamasa Horibe + + Takayuki Murooka + Apache License 2.0 + Takamasa Horibe + Maxime CLEMENT + Takayuki Murooka + ament_cmake_auto autoware_cmake diff --git a/control/vehicle_cmd_gate/package.xml b/control/vehicle_cmd_gate/package.xml index f2bb7733a3c61..02b798ed49bd4 100644 --- a/control/vehicle_cmd_gate/package.xml +++ b/control/vehicle_cmd_gate/package.xml @@ -4,9 +4,11 @@ vehicle_cmd_gate 0.1.0 The vehicle_cmd_gate package - h_ohta + Takamasa Horibe Apache License 2.0 + Hiroki OTA + ament_cmake autoware_cmake diff --git a/launch/tier4_autoware_api_launch/package.xml b/launch/tier4_autoware_api_launch/package.xml index 2a42e2bb52f55..9b7abb00a8c91 100644 --- a/launch/tier4_autoware_api_launch/package.xml +++ b/launch/tier4_autoware_api_launch/package.xml @@ -5,7 +5,7 @@ 0.0.0 The tier4_autoware_api_launch package Takagi, Isamu - Ryohsuke, Mitsudome + Ryohsuke Mitsudome Apache License 2.0 ament_cmake_auto diff --git a/launch/tier4_control_launch/package.xml b/launch/tier4_control_launch/package.xml index 2555c9175d697..8d9b3d90d9fa1 100644 --- a/launch/tier4_control_launch/package.xml +++ b/launch/tier4_control_launch/package.xml @@ -4,7 +4,7 @@ tier4_control_launch 0.1.0 The tier4_control_launch package - Takamasa Horibe + Takamasa Horibe Apache License 2.0 ament_cmake_auto diff --git a/launch/tier4_map_launch/package.xml b/launch/tier4_map_launch/package.xml index 5ee9d81cb13f9..683d7b7ed533f 100644 --- a/launch/tier4_map_launch/package.xml +++ b/launch/tier4_map_launch/package.xml @@ -4,7 +4,7 @@ tier4_map_launch 0.1.0 The tier4_map_launch package - mitsudome-r + Ryohsuke Mitsudome Apache License 2.0 ament_cmake_auto diff --git a/launch/tier4_planning_launch/package.xml b/launch/tier4_planning_launch/package.xml index 50cadf6101f0f..e7b0bdbdd3bfe 100644 --- a/launch/tier4_planning_launch/package.xml +++ b/launch/tier4_planning_launch/package.xml @@ -4,7 +4,7 @@ tier4_planning_launch 0.1.0 The tier4_planning_launch package - Takamasa Horibe + Takamasa Horibe Apache License 2.0 ament_cmake_auto diff --git a/map/map_loader/package.xml b/map/map_loader/package.xml index a2afc96c24e50..1f1f258b1fec5 100644 --- a/map/map_loader/package.xml +++ b/map/map_loader/package.xml @@ -4,7 +4,7 @@ map_loader 0.1.0 The map_loader package - mitsudome-r + Ryohsuke Mitsudome Kenji Miyake Apache License 2.0 diff --git a/map/util/lanelet2_map_preprocessor/package.xml b/map/util/lanelet2_map_preprocessor/package.xml index d416d6a455593..216dffe817449 100644 --- a/map/util/lanelet2_map_preprocessor/package.xml +++ b/map/util/lanelet2_map_preprocessor/package.xml @@ -4,7 +4,7 @@ lanelet2_map_preprocessor 0.1.0 The lanelet2_map_preprocessor package - mitsudome-r + Ryohsuke Mitsudome Apache License 2.0 ament_cmake_auto diff --git a/perception/lidar_apollo_instance_segmentation/package.xml b/perception/lidar_apollo_instance_segmentation/package.xml index f1a001ce3d563..21cdf36c401e1 100755 --- a/perception/lidar_apollo_instance_segmentation/package.xml +++ b/perception/lidar_apollo_instance_segmentation/package.xml @@ -7,7 +7,7 @@ Yukihiro Saito Apache License 2.0 - Kosuke Takeuchi + Kosuke Takeuchi Yukihiro Saito ament_cmake_auto diff --git a/perception/radar_tracks_msgs_converter/package.xml b/perception/radar_tracks_msgs_converter/package.xml index 93119d77e354d..bee64d933d9d8 100644 --- a/perception/radar_tracks_msgs_converter/package.xml +++ b/perception/radar_tracks_msgs_converter/package.xml @@ -6,6 +6,7 @@ radar_tracks_msgs_converter Satoshi Tanaka Apache License 2.0 + Satoshi Tanaka ament_cmake_auto diff --git a/planning/behavior_path_planner/package.xml b/planning/behavior_path_planner/package.xml index 85dccb3dc2c0a..29c105f5e0871 100644 --- a/planning/behavior_path_planner/package.xml +++ b/planning/behavior_path_planner/package.xml @@ -4,12 +4,31 @@ behavior_path_planner 0.1.0 The behavior_path_planner package + + + Zulfaqar Azmi + + Kosuke Takeuchi + + Kosuke Takeuchi + + Fumiya Watanabe + Takamasa Horibe + + Yutaka Shimizu + + Takayuki Murooka + Apache License 2.0 Takamasa Horibe - mitsudome-r Fumiya Watanabe + Zulfaqar Azmi + Kosuke Takeuchi + Yutaka Shimizu + Takayuki Murooka + Ryohsuke Mitsudome ament_cmake_auto diff --git a/planning/behavior_velocity_planner/package.xml b/planning/behavior_velocity_planner/package.xml index 139e5bc79312d..70d85b2e5d340 100644 --- a/planning/behavior_velocity_planner/package.xml +++ b/planning/behavior_velocity_planner/package.xml @@ -4,9 +4,39 @@ behavior_velocity_planner 0.1.0 The behavior_velocity_planner package - Yukihiro Saito + + + Mamoru Sobue + + Satoshi Ota + + Kyoichi Sugahara + + Taiki Tanaka + + Kosuke Takeuchi + + Satoshi Ota + + Mamoru Sobue + + Yutaka Shimizu + + Kosuke Takeuchi + + Tomohito Ando + Apache License 2.0 + Taiki Tanaka + Mamoru Sobue + Satoshi Ota + Kyoichi Sugahara + Kosuke Takeuchi + Yutaka Shimizu + Tomohito Ando + Yukihiro Saito + ament_cmake eigen3_cmake_module diff --git a/planning/costmap_generator/package.xml b/planning/costmap_generator/package.xml index 070c160d3aa05..a65a5bba21000 100644 --- a/planning/costmap_generator/package.xml +++ b/planning/costmap_generator/package.xml @@ -10,6 +10,8 @@ BSD-3-Clause + Kenji Miyake + ament_cmake_auto autoware_cmake diff --git a/planning/external_velocity_limit_selector/package.xml b/planning/external_velocity_limit_selector/package.xml index 85f2274025ac9..2a0d2ff51680c 100644 --- a/planning/external_velocity_limit_selector/package.xml +++ b/planning/external_velocity_limit_selector/package.xml @@ -7,6 +7,8 @@ Satoshi Ota Apache License 2.0 + Satoshi Ota + ament_cmake_auto autoware_cmake diff --git a/planning/freespace_planner/package.xml b/planning/freespace_planner/package.xml index 046d58510c4bc..614049e1e5222 100644 --- a/planning/freespace_planner/package.xml +++ b/planning/freespace_planner/package.xml @@ -4,12 +4,12 @@ freespace_planner 0.1.0 The freespace_planner package - Kenji Miyake - Akihito OHSATO + Takamasa Horibe Apache License 2.0 - Akihito OHSATO - Tomohito ANDO + Kenji Miyake + Akihito OHSATO + Tomohito ANDO ament_cmake_auto diff --git a/planning/mission_planner/package.xml b/planning/mission_planner/package.xml index 94f7b9c3d8661..83bec1da0ab03 100644 --- a/planning/mission_planner/package.xml +++ b/planning/mission_planner/package.xml @@ -4,9 +4,11 @@ mission_planner 0.1.0 The mission_planner package - mitsudome-r + Ryohsuke Mitsudome Apache License 2.0 + Ryohsuke Mitsudome + ament_cmake_auto autoware_cmake diff --git a/planning/motion_velocity_smoother/package.xml b/planning/motion_velocity_smoother/package.xml index f1a9c33781626..620db1717a454 100644 --- a/planning/motion_velocity_smoother/package.xml +++ b/planning/motion_velocity_smoother/package.xml @@ -4,11 +4,15 @@ motion_velocity_smoother 0.1.0 The motion_velocity_smoother package - Takamasa Horibe + Fumiya Watanabe - Yutaka Shimizu Apache License 2.0 + Takamasa Horibe + Fumiya Watanabe + Yutaka Shimizu + Makoto Kurihara + ament_cmake_auto eigen3_cmake_module diff --git a/planning/obstacle_avoidance_planner/package.xml b/planning/obstacle_avoidance_planner/package.xml index e1ac7eba874ed..693b19afb0e4b 100644 --- a/planning/obstacle_avoidance_planner/package.xml +++ b/planning/obstacle_avoidance_planner/package.xml @@ -3,10 +3,12 @@ obstacle_avoidance_planner 0.1.0 - The path_planner package + The obstacle_avoidance_planner package Takayuki Murooka Apache License 2.0 + Takayuki Murooka + ament_cmake_auto autoware_cmake diff --git a/planning/obstacle_cruise_planner/package.xml b/planning/obstacle_cruise_planner/package.xml index dea636631afa4..399fe1a39608b 100644 --- a/planning/obstacle_cruise_planner/package.xml +++ b/planning/obstacle_cruise_planner/package.xml @@ -2,12 +2,16 @@ obstacle_cruise_planner 0.1.0 - The Stop/Slow down planner for dynamic obstacles + The obstacle_cruise_planner package Takayuki Murooka + Yutaka Shimizu Apache License 2.0 + Takayuki Murooka + Yutaka Shimizu + ament_cmake_auto autoware_cmake diff --git a/planning/obstacle_stop_planner/package.xml b/planning/obstacle_stop_planner/package.xml index 821ff59e79bad..e194434de228a 100644 --- a/planning/obstacle_stop_planner/package.xml +++ b/planning/obstacle_stop_planner/package.xml @@ -4,9 +4,14 @@ obstacle_stop_planner 0.1.0 The obstacle_stop_planner package - Yukihiro Saito + + Satoshi Ota + Apache License 2.0 + Satoshi Ota + Yukihiro Saito + ament_cmake_auto autoware_cmake diff --git a/planning/planning_debug_tools/package.xml b/planning/planning_debug_tools/package.xml index f4897bb57c609..55e20cad2e05d 100644 --- a/planning/planning_debug_tools/package.xml +++ b/planning/planning_debug_tools/package.xml @@ -4,9 +4,11 @@ planning_debug_tools 0.1.0 The planning_debug_tools package - Takamasa Horibe + Takamasa Horibe Apache License 2.0 + Takamasa Horibe + ament_cmake_auto eigen3_cmake_module diff --git a/planning/planning_error_monitor/package.xml b/planning/planning_error_monitor/package.xml index e667c81790875..c0f2347ae40a6 100644 --- a/planning/planning_error_monitor/package.xml +++ b/planning/planning_error_monitor/package.xml @@ -7,6 +7,8 @@ Yutaka Shimizu Apache License 2.0 + Yutaka Shimizu + ament_cmake_auto autoware_cmake diff --git a/planning/planning_evaluator/package.xml b/planning/planning_evaluator/package.xml index 2f427e79e4d39..b288d911b4c3c 100644 --- a/planning/planning_evaluator/package.xml +++ b/planning/planning_evaluator/package.xml @@ -7,6 +7,8 @@ Maxime CLEMENT Apache License 2.0 + Maxime CLEMENT + ament_cmake_auto autoware_cmake diff --git a/planning/route_handler/package.xml b/planning/route_handler/package.xml index f83872e6eabcd..b3db23556dcd0 100644 --- a/planning/route_handler/package.xml +++ b/planning/route_handler/package.xml @@ -7,6 +7,8 @@ Fumiya Watanabe Apache License 2.0 + Fumiya Watanabe + ament_cmake_auto autoware_cmake diff --git a/planning/rtc_auto_approver/package.xml b/planning/rtc_auto_approver/package.xml index e8b7793c3cd7a..668e5b8b58893 100644 --- a/planning/rtc_auto_approver/package.xml +++ b/planning/rtc_auto_approver/package.xml @@ -9,6 +9,8 @@ Apache License 2.0 + Fumiya Watanabe + ament_cmake_auto autoware_cmake diff --git a/planning/rtc_interface/package.xml b/planning/rtc_interface/package.xml index 96293f6b48ff3..83853332884c2 100644 --- a/planning/rtc_interface/package.xml +++ b/planning/rtc_interface/package.xml @@ -8,6 +8,8 @@ Apache License 2.0 + Fumiya Watanabe + ament_cmake_auto rclcpp diff --git a/planning/scenario_selector/package.xml b/planning/scenario_selector/package.xml index fd03a8c394f18..e63489d80cc83 100644 --- a/planning/scenario_selector/package.xml +++ b/planning/scenario_selector/package.xml @@ -7,6 +7,8 @@ Kenji Miyake Apache License 2.0 + Kenji Miyake + ament_cmake_auto autoware_cmake diff --git a/planning/surround_obstacle_checker/package.xml b/planning/surround_obstacle_checker/package.xml index 680c8213fa9f8..243cf2cf3dfd1 100644 --- a/planning/surround_obstacle_checker/package.xml +++ b/planning/surround_obstacle_checker/package.xml @@ -7,6 +7,8 @@ Satoshi Ota Apache License 2.0 + Satoshi Ota + ament_cmake eigen3_cmake_module diff --git a/simulator/simple_planning_simulator/package.xml b/simulator/simple_planning_simulator/package.xml index 3a087c5d60f2f..b936b1a0600c1 100644 --- a/simulator/simple_planning_simulator/package.xml +++ b/simulator/simple_planning_simulator/package.xml @@ -4,7 +4,7 @@ simple_planning_simulator 1.0.0 simple_planning_simulator as a ROS 2 node - Takamasa HORIBE + Takamasa Horibe Apache License 2.0 ament_cmake_auto diff --git a/vehicle/external_cmd_converter/package.xml b/vehicle/external_cmd_converter/package.xml index 0e8962f5b7bf8..af7200c6f51bd 100644 --- a/vehicle/external_cmd_converter/package.xml +++ b/vehicle/external_cmd_converter/package.xml @@ -4,10 +4,10 @@ external_cmd_converter 0.1.0 The external_cmd_converter package - Horibe Takamasa + Takamasa Horibe Apache License 2.0 - Horibe Takamasa + Takamasa Horibe ament_cmake_auto diff --git a/vehicle/raw_vehicle_cmd_converter/package.xml b/vehicle/raw_vehicle_cmd_converter/package.xml index 4f36c95e5d82d..cf1e55978bfb1 100644 --- a/vehicle/raw_vehicle_cmd_converter/package.xml +++ b/vehicle/raw_vehicle_cmd_converter/package.xml @@ -4,11 +4,11 @@ raw_vehicle_cmd_converter 0.1.0 The raw_vehicle_cmd_converter package - Horibe Takamasa + Takamasa Horibe Apache License 2.0 - Makoto Kurihara - Horibe Takamasa + Makoto Kurihara + Takamasa Horibe ament_cmake_auto From 5d09a6393804855ab46d4e9070938cb357a38017 Mon Sep 17 00:00:00 2001 From: Kenji Miyake <31987104+kenji-miyake@users.noreply.github.com> Date: Tue, 30 Aug 2022 12:49:09 +0900 Subject: [PATCH 10/64] ci: add update-codeownders-from-packages.yaml (#1619) Signed-off-by: Kenji Miyake Signed-off-by: Kenji Miyake --- .github/CODEOWNERS-manual | 1 + .github/sync-files.yaml | 1 + .../update-codeowners-from-packages.yaml | 33 +++++++++++++++++++ 3 files changed, 35 insertions(+) create mode 100644 .github/CODEOWNERS-manual create mode 100644 .github/workflows/update-codeowners-from-packages.yaml diff --git a/.github/CODEOWNERS-manual b/.github/CODEOWNERS-manual new file mode 100644 index 0000000000000..6bdd4dabc5b5c --- /dev/null +++ b/.github/CODEOWNERS-manual @@ -0,0 +1 @@ +.github/* @autowarefoundation/autoware-maintainers diff --git a/.github/sync-files.yaml b/.github/sync-files.yaml index 31f869b6c8912..7f49c5e5c3fed 100644 --- a/.github/sync-files.yaml +++ b/.github/sync-files.yaml @@ -83,6 +83,7 @@ pre-commands: | sd "container: ros:(\w+)" "container: ghcr.io/autowarefoundation/autoware-universe:\$1-latest" {source} sd -f ms '(rosdistro: humble.*?build-depends-repos): build_depends.repos' '$1: build_depends.humble.repos' {source} + - source: .github/workflows/update-codeowners-from-packages.yaml - source: codecov.yaml - repository: autowarefoundation/autoware-documentation diff --git a/.github/workflows/update-codeowners-from-packages.yaml b/.github/workflows/update-codeowners-from-packages.yaml new file mode 100644 index 0000000000000..055d2b02a799a --- /dev/null +++ b/.github/workflows/update-codeowners-from-packages.yaml @@ -0,0 +1,33 @@ +name: update-codeowners-from-packages + +on: + schedule: + - cron: 0 0 * * * + workflow_dispatch: + +jobs: + check-secret: + uses: autowarefoundation/autoware-github-actions/.github/workflows/check-secret.yaml@v1 + secrets: + secret: ${{ secrets.APP_ID }} + + update-codeowners-from-packages: + needs: check-secret + if: ${{ needs.check-secret.outputs.set == 'true' }} + runs-on: ubuntu-latest + steps: + - name: Generate token + id: generate-token + uses: tibdex/github-app-token@v1 + with: + app_id: ${{ secrets.APP_ID }} + private_key: ${{ secrets.PRIVATE_KEY }} + + - name: Run update-codeowners-from-packages + uses: autowarefoundation/autoware-github-actions/update-codeowners-from-packages@v1 + with: + token: ${{ steps.generate-token.outputs.token }} + pr-labels: | + bot + update-codeowners-from-packages + auto-merge-method: squash From 687be975130548451f3d0e0e49f8539c9656350a Mon Sep 17 00:00:00 2001 From: Kosuke Takeuchi Date: Tue, 30 Aug 2022 14:35:29 +0900 Subject: [PATCH 11/64] feat(behavior_path_palnner): update geometric parallel parking for pull_out module (#1534) Signed-off-by: kosuke55 Signed-off-by: kosuke55 --- .../pull_over/pull_over.param.yaml | 16 +- .../config/pull_over/pull_over.param.yaml | 18 +- .../pull_over/pull_over_module.hpp | 23 +- .../utils/geometric_parallel_parking.hpp | 57 ++- .../src/behavior_path_planner_node.cpp | 14 +- .../pull_over/pull_over_module.cpp | 65 ++- .../utils/geometric_parallel_parking.cpp | 471 ++++++++++++------ 7 files changed, 440 insertions(+), 224 deletions(-) diff --git a/launch/tier4_planning_launch/config/scenario_planning/lane_driving/behavior_planning/behavior_path_planner/pull_over/pull_over.param.yaml b/launch/tier4_planning_launch/config/scenario_planning/lane_driving/behavior_planning/behavior_path_planner/pull_over/pull_over.param.yaml index 9653a75318b2a..5da3e199cfbdc 100644 --- a/launch/tier4_planning_launch/config/scenario_planning/lane_driving/behavior_planning/behavior_path_planner/pull_over/pull_over.param.yaml +++ b/launch/tier4_planning_launch/config/scenario_planning/lane_driving/behavior_planning/behavior_path_planner/pull_over/pull_over.param.yaml @@ -9,13 +9,10 @@ pull_over_minimum_velocity: 0.3 margin_from_boundary: 0.5 decide_path_distance: 10.0 - min_acc: -0.5 - enable_shift_parking: true - enable_arc_forward_parking: true - enable_arc_backward_parking: true + maximum_deceleration: 0.5 # goal research - search_priority: "efficient_path" # "efficient_path" or "close_goal" enable_goal_research: true + search_priority: "efficient_path" # "efficient_path" or "close_goal" forward_goal_search_length: 20.0 backward_goal_search_length: 20.0 goal_search_interval: 1.0 @@ -25,20 +22,25 @@ theta_size: 360 obstacle_threshold: 60 # shift path + enable_shift_parking: true pull_over_sampling_num: 4 maximum_lateral_jerk: 2.0 minimum_lateral_jerk: 0.5 deceleration_interval: 15.0 - maximum_deceleration: 1.0 after_pull_over_straight_distance: 5.0 before_pull_over_straight_distance: 5.0 # parallel parking path + enable_arc_forward_parking: true + enable_arc_backward_parking: true after_forward_parking_straight_distance: 2.0 after_backward_parking_straight_distance: 2.0 forward_parking_velocity: 0.3 backward_parking_velocity: -0.3 + forward_parking_lane_departure_margin: 0.0 + backward_parking_lane_departure_margin: 0.0 arc_path_interval: 1.0 - # hazard_on when parked + max_steer_rad: 0.35 # 20deg + # hazard on when parked hazard_on_threshold_dis: 1.0 hazard_on_threshold_vel: 0.5 # check safety with dynamic objects. Not used now. diff --git a/planning/behavior_path_planner/config/pull_over/pull_over.param.yaml b/planning/behavior_path_planner/config/pull_over/pull_over.param.yaml index ce33bfaed7382..5da3e199cfbdc 100644 --- a/planning/behavior_path_planner/config/pull_over/pull_over.param.yaml +++ b/planning/behavior_path_planner/config/pull_over/pull_over.param.yaml @@ -9,36 +9,38 @@ pull_over_minimum_velocity: 0.3 margin_from_boundary: 0.5 decide_path_distance: 10.0 - min_acc: -0.5 - enable_shift_parking: true - enable_arc_forward_parking: true - enable_arc_backward_parking: true + maximum_deceleration: 0.5 # goal research - search_priority: "efficient_path" # "efficient_path" or "close_goal" enable_goal_research: true + search_priority: "efficient_path" # "efficient_path" or "close_goal" forward_goal_search_length: 20.0 backward_goal_search_length: 20.0 goal_search_interval: 1.0 goal_to_obj_margin: 2.0 # occupancy grid map - collision_check_margin: 0.0 + collision_check_margin: 0.5 theta_size: 360 obstacle_threshold: 60 # shift path + enable_shift_parking: true pull_over_sampling_num: 4 maximum_lateral_jerk: 2.0 minimum_lateral_jerk: 0.5 deceleration_interval: 15.0 - maximum_deceleration: 1.0 after_pull_over_straight_distance: 5.0 before_pull_over_straight_distance: 5.0 # parallel parking path + enable_arc_forward_parking: true + enable_arc_backward_parking: true after_forward_parking_straight_distance: 2.0 after_backward_parking_straight_distance: 2.0 forward_parking_velocity: 0.3 backward_parking_velocity: -0.3 + forward_parking_lane_departure_margin: 0.0 + backward_parking_lane_departure_margin: 0.0 arc_path_interval: 1.0 - # hazard. Not used now. + max_steer_rad: 0.35 # 20deg + # hazard on when parked hazard_on_threshold_dis: 1.0 hazard_on_threshold_vel: 0.5 # check safety with dynamic objects. Not used now. diff --git a/planning/behavior_path_planner/include/behavior_path_planner/scene_module/pull_over/pull_over_module.hpp b/planning/behavior_path_planner/include/behavior_path_planner/scene_module/pull_over/pull_over_module.hpp index baa904c974bb1..5068856ea88b0 100644 --- a/planning/behavior_path_planner/include/behavior_path_planner/scene_module/pull_over/pull_over_module.hpp +++ b/planning/behavior_path_planner/include/behavior_path_planner/scene_module/pull_over/pull_over_module.hpp @@ -48,10 +48,7 @@ struct PullOverParameters double th_stopped_time_sec; double margin_from_boundary; double decide_path_distance; - double min_acc; - bool enable_shift_parking; - bool enable_arc_forward_parking; - bool enable_arc_backward_parking; + double maximum_deceleration; // goal research std::string search_priority; // "efficient_path" or "close_goal" bool enable_goal_research; @@ -64,22 +61,27 @@ struct PullOverParameters double theta_size; double obstacle_threshold; // shift path + bool enable_shift_parking; int pull_over_sampling_num; double maximum_lateral_jerk; double minimum_lateral_jerk; double deceleration_interval; double pull_over_velocity; double pull_over_minimum_velocity; - double maximum_deceleration; double after_pull_over_straight_distance; double before_pull_over_straight_distance; // parallel parking + bool enable_arc_forward_parking; + bool enable_arc_backward_parking; double after_forward_parking_straight_distance; double after_backward_parking_straight_distance; double forward_parking_velocity; double backward_parking_velocity; + double forward_parking_lane_departure_margin; + double backward_parking_lane_departure_margin; double arc_path_interval; - // hazard. Not used now. + double max_steer_rad; + // hazard double hazard_on_threshold_dis; double hazard_on_threshold_vel; // check safety with dynamic objects. Not used now. @@ -190,13 +192,14 @@ class PullOverModule : public SceneModuleInterface std::pair getSafePath(ShiftParkingPath & safe_path) const; Pose getRefinedGoal() const; Pose getParkingStartPose() const; - bool isLongEnoughToParkingStart(const PathWithLaneId path, const Pose parking_start_pose) const; + ParallelParkingParameters getGeometricPullOutParameters() const; + bool isLongEnoughToParkingStart( + const PathWithLaneId & path, const Pose & parking_start_pose) const; bool isLongEnough( - const lanelet::ConstLanelets & lanelets, const Pose goal_pose, const double buffer = 0) const; + const lanelet::ConstLanelets & lanelets, const Pose & goal_pose, const double buffer = 0) const; bool isArcPath() const; double calcMinimumShiftPathDistance() const; double calcDistanceToPathChange() const; - bool planShiftPath(); bool isStopped(); bool hasFinishedCurrentPath(); @@ -210,7 +213,7 @@ class PullOverModule : public SceneModuleInterface std::pair getTurnInfo() const; // debug - Marker createParkingAreaMarker(const Pose back_pose, const Pose front_pose, const int32_t id); + Marker createParkingAreaMarker(const Pose & back_pose, const Pose & front_pose, const int32_t id); void publishDebugData(); void printParkingPositionError() const; }; diff --git a/planning/behavior_path_planner/include/behavior_path_planner/scene_module/utils/geometric_parallel_parking.hpp b/planning/behavior_path_planner/include/behavior_path_planner/scene_module/utils/geometric_parallel_parking.hpp index eb32326adc1f2..57193b03f0666 100644 --- a/planning/behavior_path_planner/include/behavior_path_planner/scene_module/utils/geometric_parallel_parking.hpp +++ b/planning/behavior_path_planner/include/behavior_path_planner/scene_module/utils/geometric_parallel_parking.hpp @@ -54,20 +54,33 @@ struct ParallelParkingParameters double after_backward_parking_straight_distance; double forward_parking_velocity; double backward_parking_velocity; + double departing_velocity; + double backward_parking_lane_departure_margin; + double forward_parking_lane_departure_margin; + double departing_lane_departure_margin; double arc_path_interval; - double min_acc; + double maximum_deceleration; + double max_steer_rad; }; class GeometricParallelParking { public: bool isParking() const; - bool plan(const Pose goal_pose, lanelet::ConstLanelets lanes, const bool is_forward); - void setParams( - const std::shared_ptr & planner_data, ParallelParkingParameters parameters); + bool planPullOver( + const Pose & goal_pose, const lanelet::ConstLanelets & road_lanes, + const lanelet::ConstLanelets & shoulder_lanesconst, const bool is_forward); + bool planPullOut( + const Pose & start_pose, const Pose & goal_pose, const lanelet::ConstLanelets & road_lanes, + const lanelet::ConstLanelets & shoulder_lanes); + void setData( + const std::shared_ptr & planner_data, + const ParallelParkingParameters & parameters); void incrementPathIndex(); - void clear(); + std::vector getArcPaths() const { return arc_paths_; } + std::vector getPaths() const { return paths_; } + PathWithLaneId getPathByIdx(size_t const idx) const; PathWithLaneId getCurrentPath() const; PathWithLaneId getFullPath() const; PathWithLaneId getArcPath() const; @@ -75,36 +88,40 @@ class GeometricParallelParking PoseStamped getCl() const { return Cl_; } PoseStamped getStartPose() const { return start_pose_; } PoseStamped getArcEndPose() const { return arc_end_pose_; } - PoseArray getPathPoseArray() const { return path_pose_array_; } private: std::shared_ptr planner_data_; ParallelParkingParameters parameters_; - // todo: use vehicle info after merging - // https://github.com/autowarefoundation/autoware.universe/pull/740 - float max_steer_deg_ = 40.0; // max steering angle [deg]. - float max_steer_rad_; - float R_E_min_; // base_link - float R_Bl_min_; // front_left + double R_E_min_; // base_link + double R_Bl_min_; // front_left + std::vector arc_paths_; std::vector paths_; size_t current_path_idx_ = 0; - bool planOneTraial( - const Pose goal_pose, const double start_pose_offset, const double R_E_r, - const lanelet::ConstLanelets lanes, const bool is_forward); + void clearPaths(); + bool isEnoughDistanceToStart(const Pose & start_pose) const; + std::vector planOneTrial( + const Pose & start_pose, const Pose & goal_pose, const double R_E_r, + const lanelet::ConstLanelets & road_lanes, const lanelet::ConstLanelets & shoulder_lanesconst, + bool is_forward, const double end_pose_offset, const double lane_departure_margin); PathWithLaneId generateArcPath( - const Pose & center, const float radius, const float start_rad, float end_rad, + const Pose & center, const double radius, const double start_yaw, double end_yaw, const bool is_left_turn, const bool is_forward); PathPointWithLaneId generateArcPathPoint( - const Pose & center, const float radius, const float yaw, const bool is_left_turn, + const Pose & center, const double radius, const double yaw, const bool is_left_turn, const bool is_forward); - Pose calcStartPose( - const Pose goal_pose, const double start_pose_offset, const double R_E_r, + boost::optional calcStartPose( + const Pose & goal_pose, const double start_pose_offset, const double R_E_r, const bool is_forward); - void generateStraightPath(const Pose start_pose); + std::vector generatePullOverPaths( + const Pose & start_pose, const Pose & goal_pose, const double R_E_r, + const lanelet::ConstLanelets & road_lanes, const lanelet::ConstLanelets & shoulder_lanes, + const bool is_forward, const double end_pose_offset, const double velocity); + PathWithLaneId generateStraightPath(const Pose & start_pose); + void setVelocityToArcPaths(std::vector & arc_paths, const double velocity); PoseStamped Cr_; PoseStamped Cl_; diff --git a/planning/behavior_path_planner/src/behavior_path_planner_node.cpp b/planning/behavior_path_planner/src/behavior_path_planner_node.cpp index bacc818ceea10..83db5e80ce4cd 100644 --- a/planning/behavior_path_planner/src/behavior_path_planner_node.cpp +++ b/planning/behavior_path_planner/src/behavior_path_planner_node.cpp @@ -365,13 +365,10 @@ PullOverParameters BehaviorPathPlannerNode::getPullOverParam() p.th_stopped_time_sec = dp("th_stopped_time_sec", 2.0); p.margin_from_boundary = dp("margin_from_boundary", 0.3); p.decide_path_distance = dp("decide_path_distance", 10.0); - p.min_acc = dp("min_acc", -0.5); - p.enable_shift_parking = dp("enable_shift_parking", true); - p.enable_arc_forward_parking = dp("enable_arc_forward_parking", true); - p.enable_arc_backward_parking = dp("enable_arc_backward_parking", true); + p.maximum_deceleration = dp("maximum_deceleration", 0.5); // goal research - p.search_priority = dp("search_priority", "efficient_path"); p.enable_goal_research = dp("enable_goal_research", true); + p.search_priority = dp("search_priority", "efficient_path"); p.forward_goal_search_length = dp("forward_goal_search_length", 20.0); p.backward_goal_search_length = dp("backward_goal_search_length", 20.0); p.goal_search_interval = dp("goal_search_interval", 5.0); @@ -381,21 +378,26 @@ PullOverParameters BehaviorPathPlannerNode::getPullOverParam() p.theta_size = dp("theta_size", 360); p.obstacle_threshold = dp("obstacle_threshold", 90); // shift path + p.enable_shift_parking = dp("enable_shift_parking", true); p.pull_over_sampling_num = dp("pull_over_sampling_num", 4); p.maximum_lateral_jerk = dp("maximum_lateral_jerk", 3.0); p.minimum_lateral_jerk = dp("minimum_lateral_jerk", 1.0); p.deceleration_interval = dp("deceleration_interval", 10.0); p.pull_over_velocity = dp("pull_over_velocity", 8.3); p.pull_over_minimum_velocity = dp("pull_over_minimum_velocity", 0.3); - p.maximum_deceleration = dp("maximum_deceleration", 1.0); p.after_pull_over_straight_distance = dp("after_pull_over_straight_distance", 3.0); p.before_pull_over_straight_distance = dp("before_pull_over_straight_distance", 3.0); // parallel parking + p.enable_arc_forward_parking = dp("enable_arc_forward_parking", true); + p.enable_arc_backward_parking = dp("enable_arc_backward_parking", true); p.after_forward_parking_straight_distance = dp("after_forward_parking_straight_distance", 0.5); p.after_backward_parking_straight_distance = dp("after_backward_parking_straight_distance", 0.5); p.forward_parking_velocity = dp("forward_parking_velocity", 1.0); p.backward_parking_velocity = dp("backward_parking_velocity", -0.5); + p.forward_parking_lane_departure_margin = dp("forward_parking_lane_departure_margin", 0.0); + p.backward_parking_lane_departure_margin = dp("backward_parking_lane_departure_margin", 0.0); p.arc_path_interval = dp("arc_path_interval", 1.0); + p.max_steer_rad = dp("max_steer_rad", 0.35); // 20deg // hazard p.hazard_on_threshold_dis = dp("hazard_on_threshold_dis", 1.0); p.hazard_on_threshold_vel = dp("hazard_on_threshold_vel", 0.5); diff --git a/planning/behavior_path_planner/src/scene_module/pull_over/pull_over_module.cpp b/planning/behavior_path_planner/src/scene_module/pull_over/pull_over_module.cpp index 4be0833db04d9..cb121808af875 100644 --- a/planning/behavior_path_planner/src/scene_module/pull_over/pull_over_module.cpp +++ b/planning/behavior_path_planner/src/scene_module/pull_over/pull_over_module.cpp @@ -85,6 +85,28 @@ BehaviorModuleOutput PullOverModule::run() return plan(); } +ParallelParkingParameters PullOverModule::getGeometricPullOutParameters() const +{ + ParallelParkingParameters params; + + params.th_arrived_distance_m = parameters_.th_arrived_distance_m; + params.th_stopped_velocity_mps = parameters_.th_stopped_velocity_mps; + params.after_forward_parking_straight_distance = + parameters_.after_forward_parking_straight_distance; + params.after_backward_parking_straight_distance = + parameters_.after_backward_parking_straight_distance; + params.forward_parking_velocity = parameters_.forward_parking_velocity; + params.backward_parking_velocity = parameters_.backward_parking_velocity; + params.forward_parking_lane_departure_margin = parameters_.forward_parking_lane_departure_margin; + params.backward_parking_lane_departure_margin = + parameters_.backward_parking_lane_departure_margin; + params.arc_path_interval = parameters_.arc_path_interval; + params.maximum_deceleration = parameters_.maximum_deceleration; + params.max_steer_rad = parameters_.max_steer_rad; + + return params; +} + void PullOverModule::onEntry() { RCLCPP_DEBUG(getLogger(), "PULL_OVER onEntry"); @@ -108,16 +130,7 @@ void PullOverModule::onEntry() last_received_time_.get() == nullptr || *last_received_time_ != planner_data_->route_handler->getRouteHeader().stamp) { // Initialize parallel parking planner status - parallel_parking_planner_.clear(); - parallel_parking_parameters_ = ParallelParkingParameters{ - parameters_.th_arrived_distance_m, - parameters_.th_stopped_velocity_mps, - parameters_.after_forward_parking_straight_distance, - parameters_.after_backward_parking_straight_distance, - parameters_.forward_parking_velocity, - parameters_.backward_parking_velocity, - parameters_.arc_path_interval, - parameters_.min_acc}; + parallel_parking_parameters_ = getGeometricPullOutParameters(); resetStatus(); } @@ -239,7 +252,7 @@ void PullOverModule::researchGoal() const Pose goal_pose_map_coords = global2local(occupancy_grid_map_.getMap(), goal_pose); Pose start_pose = calcOffsetPose(goal_pose, dx, 0, 0); // Search non collision areas around the goal - while (true) { + while (rclcpp::ok()) { bool is_last_search = (dx >= parameters_.forward_goal_search_length); Pose search_pose = calcOffsetPose(goal_pose_map_coords, dx, 0, 0); bool is_collided = occupancy_grid_map_.detectCollision( @@ -304,7 +317,7 @@ BT::NodeStatus PullOverModule::updateState() } bool PullOverModule::isLongEnoughToParkingStart( - const PathWithLaneId path, const Pose parking_start_pose) const + const PathWithLaneId & path, const Pose & parking_start_pose) const { const auto dist_to_parking_start_pose = calcSignedArcLength( path.points, planner_data_->self_pose->pose, parking_start_pose.position, @@ -313,7 +326,7 @@ bool PullOverModule::isLongEnoughToParkingStart( const double current_vel = planner_data_->self_odometry->twist.twist.linear.x; const double current_to_stop_distance = - std::pow(current_vel, 2) / std::abs(parameters_.min_acc) / 2; + std::pow(current_vel, 2) / parameters_.maximum_deceleration / 2; // once stopped, it cannot start again if start_pose is close. // so need enough distance to restart @@ -350,9 +363,10 @@ bool PullOverModule::planWithEfficientPath() if (parameters_.enable_arc_forward_parking) { for (const auto goal_candidate : goal_candidates_) { modified_goal_pose_ = goal_candidate.goal_pose; - parallel_parking_planner_.setParams(planner_data_, parallel_parking_parameters_); + parallel_parking_planner_.setData(planner_data_, parallel_parking_parameters_); if ( - parallel_parking_planner_.plan(modified_goal_pose_, status_.lanes, true) && + parallel_parking_planner_.planPullOver( + modified_goal_pose_, status_.current_lanes, status_.pull_over_lanes, true) && isLongEnoughToParkingStart( parallel_parking_planner_.getCurrentPath(), parallel_parking_planner_.getStartPose().pose) && @@ -371,9 +385,10 @@ bool PullOverModule::planWithEfficientPath() if (parameters_.enable_arc_backward_parking) { for (const auto goal_candidate : goal_candidates_) { modified_goal_pose_ = goal_candidate.goal_pose; - parallel_parking_planner_.setParams(planner_data_, parallel_parking_parameters_); + parallel_parking_planner_.setData(planner_data_, parallel_parking_parameters_); if ( - parallel_parking_planner_.plan(modified_goal_pose_, status_.lanes, false) && + parallel_parking_planner_.planPullOver( + modified_goal_pose_, status_.current_lanes, status_.pull_over_lanes, false) && isLongEnoughToParkingStart( parallel_parking_planner_.getCurrentPath(), parallel_parking_planner_.getStartPose().pose) && @@ -408,11 +423,12 @@ bool PullOverModule::planWithCloseGoal() return true; } - parallel_parking_planner_.setParams(planner_data_, parallel_parking_parameters_); + parallel_parking_planner_.setData(planner_data_, parallel_parking_parameters_); // Generate arc forward path. if ( parameters_.enable_arc_forward_parking && - parallel_parking_planner_.plan(modified_goal_pose_, status_.lanes, true) && + parallel_parking_planner_.planPullOver( + modified_goal_pose_, status_.current_lanes, status_.pull_over_lanes, true) && isLongEnoughToParkingStart( parallel_parking_planner_.getCurrentPath(), parallel_parking_planner_.getStartPose().pose) && @@ -428,7 +444,8 @@ bool PullOverModule::planWithCloseGoal() // Generate arc backward path. if ( parameters_.enable_arc_backward_parking && - parallel_parking_planner_.plan(modified_goal_pose_, status_.lanes, false) && + parallel_parking_planner_.planPullOver( + modified_goal_pose_, status_.current_lanes, status_.pull_over_lanes, false) && isLongEnoughToParkingStart( parallel_parking_planner_.getCurrentPath(), parallel_parking_planner_.getStartPose().pose) && @@ -714,7 +731,7 @@ PathWithLaneId PullOverModule::getStopPath() const const double current_vel = planner_data_->self_odometry->twist.twist.linear.x; const double current_to_stop_distance = - std::pow(current_vel, 2) / std::abs(parameters_.min_acc) / 2; + std::pow(current_vel, 2) / parameters_.maximum_deceleration / 2; const auto arclength_current_pose = lanelet::utils::getArcCoordinates(status_.current_lanes, current_pose).length; @@ -846,7 +863,7 @@ double PullOverModule::calcMinimumShiftPathDistance() const } bool PullOverModule::isLongEnough( - const lanelet::ConstLanelets & lanelets, const Pose goal_pose, const double buffer) const + const lanelet::ConstLanelets & lanelets, const Pose & goal_pose, const double buffer) const { const auto current_pose = planner_data_->self_pose->pose; const double distance_to_goal = @@ -859,7 +876,7 @@ bool PullOverModule::isStopped() { odometry_buffer_.push_back(planner_data_->self_odometry); // Delete old data in buffer - while (true) { + while (rclcpp::ok()) { const auto time_diff = rclcpp::Time(odometry_buffer_.back()->header.stamp) - rclcpp::Time(odometry_buffer_.front()->header.stamp); if (time_diff.seconds() < parameters_.th_stopped_time_sec) { @@ -966,7 +983,7 @@ bool PullOverModule::isArcPath() const } Marker PullOverModule::createParkingAreaMarker( - const Pose start_pose, const Pose end_pose, const int32_t id) + const Pose & start_pose, const Pose & end_pose, const int32_t id) { const auto color = status_.has_decided_path ? createMarkerColor(1.0, 1.0, 0.0, 0.999) // yellow : createMarkerColor(0.0, 1.0, 0.0, 0.999); // green diff --git a/planning/behavior_path_planner/src/scene_module/utils/geometric_parallel_parking.cpp b/planning/behavior_path_planner/src/scene_module/utils/geometric_parallel_parking.cpp index e6325dc2e042b..19b22ca850cbc 100644 --- a/planning/behavior_path_planner/src/scene_module/utils/geometric_parallel_parking.cpp +++ b/planning/behavior_path_planner/src/scene_module/utils/geometric_parallel_parking.cpp @@ -39,11 +39,14 @@ using autoware_auto_planning_msgs::msg::PathWithLaneId; using behavior_path_planner::util::convertToGeometryPoseArray; +using behavior_path_planner::util::removeOverlappingPoints; +using geometry_msgs::msg::Point; using geometry_msgs::msg::Pose; using geometry_msgs::msg::PoseArray; using geometry_msgs::msg::PoseStamped; using geometry_msgs::msg::Transform; using geometry_msgs::msg::TransformStamped; +using lanelet::utils::getArcCoordinates; using tier4_autoware_utils::calcDistance2d; using tier4_autoware_utils::calcOffsetPose; using tier4_autoware_utils::deg2rad; @@ -60,6 +63,15 @@ void GeometricParallelParking::incrementPathIndex() current_path_idx_ = std::min(current_path_idx_ + 1, paths_.size() - 1); } +PathWithLaneId GeometricParallelParking::getPathByIdx(size_t const idx) const +{ + if (paths_.empty() || paths_.size() <= idx) { + return PathWithLaneId{}; + } + + return paths_.at(idx); +} + PathWithLaneId GeometricParallelParking::getCurrentPath() const { return paths_.at(current_path_idx_); @@ -68,207 +80,388 @@ PathWithLaneId GeometricParallelParking::getCurrentPath() const PathWithLaneId GeometricParallelParking::getFullPath() const { PathWithLaneId path{}; - for (const auto & p : paths_) { - path.points.insert(path.points.end(), p.points.begin(), p.points.end()); + for (const auto & partial_path : paths_) { + path.points.insert(path.points.end(), partial_path.points.begin(), partial_path.points.end()); } - return path; + + return removeOverlappingPoints(path); } PathWithLaneId GeometricParallelParking::getArcPath() const { PathWithLaneId path{}; - for (size_t i = 1; i < paths_.size(); i++) { - const auto p = paths_.at(i); - path.points.insert(path.points.end(), p.points.begin(), p.points.end()); + for (const auto & arc_path : arc_paths_) { + path.points.insert(path.points.end(), arc_path.points.begin(), arc_path.points.end()); } return path; } -void GeometricParallelParking::clear() +bool GeometricParallelParking::isParking() const { return current_path_idx_ > 0; } + +bool GeometricParallelParking::isEnoughDistanceToStart(const Pose & start_pose) const +{ + const Pose current_pose = planner_data_->self_pose->pose; + const Pose current_to_start = + inverseTransformPose(start_pose, current_pose); // todo: arc length is better + + // not enough to stop with max deceleration + const double current_vel = util::l2Norm(planner_data_->self_odometry->twist.twist.linear); + const double stop_distance = std::pow(current_vel, 2) / parameters_.maximum_deceleration / 2; + if (current_to_start.position.x < stop_distance) { + return false; + } + + // not enough to restart from stopped + constexpr double min_restart_distance = 3.0; + if ( + current_vel < parameters_.th_stopped_velocity_mps && + current_to_start.position.x > parameters_.th_arrived_distance_m && + current_to_start.position.x < min_restart_distance) { + return false; + } + + return true; +} + +void GeometricParallelParking::setVelocityToArcPaths( + std::vector & arc_paths, const double velocity) +{ + for (auto & path : arc_paths) { + for (size_t i = 0; i < path.points.size(); i++) { + if (i == path.points.size() - 1) { + // stop point at the end of the path + path.points.at(i).point.longitudinal_velocity_mps = 0.0; + } else { + path.points.at(i).point.longitudinal_velocity_mps = velocity; + } + } + } +} + +std::vector GeometricParallelParking::generatePullOverPaths( + const Pose & start_pose, const Pose & goal_pose, const double R_E_r, + const lanelet::ConstLanelets & road_lanes, const lanelet::ConstLanelets & shoulder_lanes, + const bool is_forward, const double end_pose_offset, const double velocity) +{ + if (!isEnoughDistanceToStart(start_pose)) { + return std::vector{}; + } + const double lane_departure_margin = is_forward + ? parameters_.forward_parking_lane_departure_margin + : parameters_.backward_parking_lane_departure_margin; + auto arc_paths = planOneTrial( + start_pose, goal_pose, R_E_r, road_lanes, shoulder_lanes, is_forward, end_pose_offset, + lane_departure_margin); + if (arc_paths.empty()) { + return std::vector{}; + } + arc_paths_ = arc_paths; + + // set parking velocity and stop velocity at the end of the path + setVelocityToArcPaths(arc_paths, velocity); + + // straight path from current to parking start + const auto straight_path = generateStraightPath(start_pose); + + // combine straight_path -> arc_path*2 + auto paths = arc_paths; + paths.insert(paths.begin(), straight_path); + + return paths; +} + +void GeometricParallelParking::clearPaths() { current_path_idx_ = 0; + arc_paths_.clear(); + path_pose_array_.poses.clear(); paths_.clear(); } -bool GeometricParallelParking::isParking() const { return current_path_idx_ > 0; } - -bool GeometricParallelParking::plan( - const Pose goal_pose, const lanelet::ConstLanelets lanes, const bool is_forward) +bool GeometricParallelParking::planPullOver( + const Pose & goal_pose, const lanelet::ConstLanelets & road_lanes, + const lanelet::ConstLanelets & shoulder_lanes, const bool is_forward) { - const auto common_params = planner_data_->parameters; - // plan path only when parking has not started - if (!isParking()) { - if (is_forward) { - // When turning forward to the right, the front left goes out, - // so reduce the steer angle at that time for seach no lane departure path. - for (double steer = max_steer_rad_; steer > 0.05; steer -= 0.1) { - const double R_E_r = common_params.wheel_base / std::tan(steer); - if (planOneTraial(goal_pose, 0, R_E_r, lanes, is_forward)) return true; + clearPaths(); + + const auto & common_params = planner_data_->parameters; + const double end_pose_offset = is_forward ? -parameters_.after_forward_parking_straight_distance + : parameters_.after_backward_parking_straight_distance; + const Pose arc_end_pose = calcOffsetPose(goal_pose, end_pose_offset, 0, 0); + + // not plan after parking has started + if (isParking()) { + return false; + } + + if (is_forward) { + // When turning forward to the right, the front left goes out, + // so reduce the steer angle at that time for seach no lane departure path. + constexpr double start_pose_offset = 0.0; + constexpr double min_steer_rad = 0.05; + constexpr double steer_interval = 0.1; + for (double steer = parameters_.max_steer_rad; steer > min_steer_rad; steer -= steer_interval) { + const double R_E_r = common_params.wheel_base / std::tan(steer); + const auto start_pose = calcStartPose(arc_end_pose, start_pose_offset, R_E_r, is_forward); + if (!start_pose) { + continue; + } + + const auto paths = generatePullOverPaths( + *start_pose, goal_pose, R_E_r, road_lanes, shoulder_lanes, is_forward, end_pose_offset, + parameters_.forward_parking_velocity); + if (!paths.empty()) { + paths_ = paths; + return true; + } + } + } else { // backward + // When turning backward to the left, the front right goes out, + // so make the parking start point in front for seach no lane departure path + // (same to reducing the steer angle) + constexpr double max_offset = 5.0; + constexpr double offset_interval = 1.0; + for (double start_pose_offset = 0; start_pose_offset < max_offset; + start_pose_offset += offset_interval) { + const auto start_pose = calcStartPose(arc_end_pose, start_pose_offset, R_E_min_, is_forward); + if (!start_pose) { + continue; } - } else { - // When turning backward to the left, the front right goes out, - // so make the parking start point in front for seach no lane departure path - // (same to reducing the steer angle) - for (double dx = 0; dx < 5; dx += 1.0) { - if (planOneTraial(goal_pose, dx, R_E_min_, lanes, is_forward)) return true; + + const auto paths = generatePullOverPaths( + *start_pose, goal_pose, R_E_min_, road_lanes, shoulder_lanes, is_forward, end_pose_offset, + parameters_.backward_parking_velocity); + if (!paths.empty()) { + paths_ = paths; + return true; + } + } + } + + return false; +} + +bool GeometricParallelParking::planPullOut( + const Pose & start_pose, const Pose & goal_pose, const lanelet::ConstLanelets & road_lanes, + const lanelet::ConstLanelets & shoulder_lanes) +{ + clearPaths(); + + constexpr bool is_forward = false; // parking backward means departing forward + constexpr double start_pose_offset = 0.0; // start_pose is current_pose + constexpr double max_offset = 10.0; + constexpr double offset_interval = 1.0; + + for (double end_pose_offset = 0; end_pose_offset < max_offset; + end_pose_offset += offset_interval) { + // departing end pose which is the second arc path end + const auto end_pose = calcStartPose(start_pose, end_pose_offset, R_E_min_, is_forward); + if (!end_pose) { + continue; + } + + // plan reverse path of parking. end_pose <-> start_pose + auto arc_paths = planOneTrial( + *end_pose, start_pose, R_E_min_, road_lanes, shoulder_lanes, is_forward, start_pose_offset, + parameters_.departing_lane_departure_margin); + if (arc_paths.empty()) { + // not found path + continue; + } + + // reverse to turn_right -> turn_left + std::reverse(arc_paths.begin(), arc_paths.end()); + + // reverse path points order + for (auto & path : arc_paths) { + std::reverse(path.points.begin(), path.points.end()); + } + + // reverse lane_ids. shoulder, lane order + for (auto & path : arc_paths) { + for (auto & p : path.points) { + std::reverse(p.lane_ids.begin(), p.lane_ids.end()); } } + + arc_paths_ = arc_paths; + + // get road center line path from departing end to goal, and combine after the second arc path + PathWithLaneId road_center_line_path; + { + const double s_start = getArcCoordinates(road_lanes, *end_pose).length + 1.0; // need buffer? + const double s_end = getArcCoordinates(road_lanes, goal_pose).length; + road_center_line_path = + planner_data_->route_handler->getCenterLinePath(road_lanes, s_start, s_end, true); + } + auto paths = arc_paths; + paths.back().points.insert( + paths.back().points.end(), road_center_line_path.points.begin(), + road_center_line_path.points.end()); + removeOverlappingPoints(paths.back()); + + // set departing velocity and stop velocity at the end of the path + setVelocityToArcPaths(paths, parameters_.departing_velocity); + paths_ = paths; + + return true; } return false; } -Pose GeometricParallelParking::calcStartPose( - const Pose goal_pose, const double start_pose_offset, const double R_E_r, const bool is_forward) +boost::optional GeometricParallelParking::calcStartPose( + const Pose & goal_pose, const double start_pose_offset, const double R_E_r, const bool is_forward) { // Not use shoulder lanes. const auto current_lanes = util::getExtendedCurrentLanes(planner_data_); const auto arc_coordinates = lanelet::utils::getArcCoordinates(current_lanes, goal_pose); // todo - // When forwarding, the turning radius of the right and left are the same. + // When forwarding, the turning radius of the right and left will be the same. // But the left turn should also have a minimum turning radius. - float dx = 2 * std::sqrt(std::pow(R_E_r, 2) - std::pow(-arc_coordinates.distance / 2 + R_E_r, 2)); - dx = is_forward ? -dx : dx; - Pose start_pose = calcOffsetPose(goal_pose, dx + start_pose_offset, -arc_coordinates.distance, 0); + // see https://www.sciencedirect.com/science/article/pii/S1474667016436852 for the dx detail + const double squared_distance_to_arc_connect = + std::pow(R_E_r, 2) - std::pow(-arc_coordinates.distance / 2 + R_E_r, 2); + if (squared_distance_to_arc_connect < 0) { + // may be current_pose is behind the lane + return boost::none; + } + const double dx_sign = is_forward ? -1 : 1; + const double dx = 2 * std::sqrt(squared_distance_to_arc_connect) * dx_sign; + const Pose start_pose = + calcOffsetPose(goal_pose, dx + start_pose_offset, -arc_coordinates.distance, 0); return start_pose; } -void GeometricParallelParking::generateStraightPath(const Pose start_pose) +PathWithLaneId GeometricParallelParking::generateStraightPath(const Pose & start_pose) { - // get stright path before parking. + // get straight path before parking. const auto current_lanes = util::getExtendedCurrentLanes(planner_data_); const auto start_arc_position = lanelet::utils::getArcCoordinates(current_lanes, start_pose); const Pose current_pose = planner_data_->self_pose->pose; - const auto crrent_arc_position = lanelet::utils::getArcCoordinates(current_lanes, current_pose); + const auto current_arc_position = lanelet::utils::getArcCoordinates(current_lanes, current_pose); auto path = planner_data_->route_handler->getCenterLinePath( - current_lanes, crrent_arc_position.length, start_arc_position.length, true); + current_lanes, current_arc_position.length, start_arc_position.length, true); path.header = planner_data_->route_handler->getRouteHeader(); - const auto common_params = planner_data_->parameters; path.drivable_area = util::generateDrivableArea( - path, current_lanes, common_params.drivable_area_resolution, common_params.vehicle_length, - planner_data_); + path, current_lanes, planner_data_->parameters.drivable_area_resolution, + planner_data_->parameters.vehicle_length, planner_data_); path.points.back().point.longitudinal_velocity_mps = 0; - paths_.push_back(path); + return path; } -bool GeometricParallelParking::planOneTraial( - const Pose goal_pose, const double start_pose_offset, const double R_E_r, - const lanelet::ConstLanelets lanes, const bool is_forward) +std::vector GeometricParallelParking::planOneTrial( + const Pose & start_pose, const Pose & goal_pose, const double R_E_r, + const lanelet::ConstLanelets & road_lanes, const lanelet::ConstLanelets & shoulder_lanes, + const bool is_forward, const double end_pose_offset, const double lane_departure_margin) { - path_pose_array_.poses.clear(); - paths_.clear(); - - const double after_parking_straight_distance = - is_forward ? -parameters_.after_forward_parking_straight_distance - : parameters_.after_backward_parking_straight_distance; - const Pose arc_end_pose = calcOffsetPose(goal_pose, after_parking_straight_distance, 0, 0); - const Pose start_pose = calcStartPose(arc_end_pose, start_pose_offset, R_E_r, is_forward); - const Pose current_pose = planner_data_->self_pose->pose; - const Pose current_to_start = inverseTransformPose(start_pose, current_pose); - - const double current_vel = util::l2Norm(planner_data_->self_odometry->twist.twist.linear); - const double stop_distance = std::pow(current_vel, 2) / std::abs(parameters_.min_acc) / 2; - if (current_to_start.position.x < stop_distance) { - return false; - } - // not enogh to restart from stopped - if ( - current_vel < parameters_.th_stopped_velocity_mps && - current_to_start.position.x > parameters_.th_arrived_distance_m && - current_to_start.position.x < 3.0) { - return false; - } - - const float self_yaw = tf2::getYaw(start_pose.orientation); - const float goal_yaw = tf2::getYaw(arc_end_pose.orientation); - const float psi = normalizeRadian(self_yaw - goal_yaw); const auto common_params = planner_data_->parameters; - Pose Cr = calcOffsetPose(arc_end_pose, 0, -R_E_r, 0); - const float d_Cr_Einit = calcDistance2d(Cr, start_pose); + const Pose arc_end_pose = calcOffsetPose(goal_pose, end_pose_offset, 0, 0); + const double self_yaw = tf2::getYaw(start_pose.orientation); + const double goal_yaw = tf2::getYaw(arc_end_pose.orientation); + const double psi = normalizeRadian(self_yaw - goal_yaw); - geometry_msgs::msg::Point Cr_goalcoords = inverseTransformPoint(Cr.position, arc_end_pose); - geometry_msgs::msg::Point self_point_goalcoords = - inverseTransformPoint(start_pose.position, arc_end_pose); + const Pose Cr = calcOffsetPose(arc_end_pose, 0, -R_E_r, 0); + const double d_Cr_Einit = calcDistance2d(Cr, start_pose); - const float alpha = + const Point Cr_goalcoords = inverseTransformPoint(Cr.position, arc_end_pose); + const Point self_point_goalcoords = inverseTransformPoint(start_pose.position, arc_end_pose); + + const double alpha = M_PI_2 - psi + std::asin((self_point_goalcoords.y - Cr_goalcoords.y) / d_Cr_Einit); - const float R_E_l = + const double R_E_l = (std::pow(d_Cr_Einit, 2) - std::pow(R_E_r, 2)) / (2 * (R_E_r + d_Cr_Einit * std::cos(alpha))); if (R_E_l <= 0) { - return false; + return std::vector{}; } - // If start_pose is prallel to goal_pose, we can know lateral deviation of eges of vehicle, + // combine road and shoulder lanes + lanelet::ConstLanelets lanes = road_lanes; + lanes.insert(lanes.end(), shoulder_lanes.begin(), shoulder_lanes.end()); + + // If start_pose is parallel to goal_pose, we can know lateral deviation of edges of vehicle, // and detect lane departure. - // Check left bound - if (is_forward) { - const float R_front_left = + if (is_forward) { // Check left bound + const double R_front_left = std::hypot(R_E_r + common_params.vehicle_width / 2, common_params.base_link2front); - const double distance_to_left_bound = util::getDistanceToShoulderBoundary(lanes, arc_end_pose); - const float left_deviation = R_front_left - R_E_r; - if (std::abs(distance_to_left_bound) < left_deviation) { - return false; + const double distance_to_left_bound = + util::getDistanceToShoulderBoundary(shoulder_lanes, arc_end_pose); + const double left_deviation = R_front_left - R_E_r; + if (std::abs(distance_to_left_bound) - left_deviation < lane_departure_margin) { + return std::vector{}; } } else { // Check right bound - const float R_front_right = + const double R_front_right = std::hypot(R_E_l + common_params.vehicle_width / 2, common_params.base_link2front); - const float right_deviation = R_front_right - R_E_l; + const double right_deviation = R_front_right - R_E_l; const double distance_to_right_bound = util::getDistanceToRightBoundary(lanes, start_pose); - if (distance_to_right_bound < right_deviation) { - return false; + if (distance_to_right_bound - right_deviation < lane_departure_margin) { + return std::vector{}; } } - generateStraightPath(start_pose); - // Generate arc path(left turn -> right turn) - Pose Cl = calcOffsetPose(start_pose, 0, R_E_l, 0); - float theta_l = std::acos( + const Pose Cl = calcOffsetPose(start_pose, 0, R_E_l, 0); + double theta_l = std::acos( (std::pow(R_E_l, 2) + std::pow(R_E_l + R_E_r, 2) - std::pow(d_Cr_Einit, 2)) / (2 * R_E_l * (R_E_l + R_E_r))); theta_l = is_forward ? theta_l : -theta_l; + // get closest lanes + lanelet::Lanelet closest_road_lanelet; + lanelet::utils::query::getClosestLanelet(road_lanes, goal_pose, &closest_road_lanelet); + lanelet::Lanelet closest_shoulder_lanelet; + lanelet::utils::query::getClosestLanelet(shoulder_lanes, goal_pose, &closest_shoulder_lanelet); + PathWithLaneId path_turn_left = generateArcPath(Cl, R_E_l, -M_PI_2, normalizeRadian(-M_PI_2 + theta_l), is_forward, is_forward); - - PathWithLaneId path_turn_right = generateArcPath( - Cr, R_E_r, normalizeRadian(psi + M_PI_2 + theta_l), M_PI_2, !is_forward, is_forward); - // Need to add straight path to last right_turning for parking in parallel - PathPointWithLaneId straight_point{}; - lanelet::ConstLanelet goal_lane; - lanelet::utils::query::getClosestLanelet(lanes, goal_pose, &goal_lane); - straight_point.point.pose = goal_pose; - // Use z of previous point because z of goal is 0. - // https://github.com/autowarefoundation/autoware.universe/issues/711 - straight_point.point.pose.position.z = path_turn_right.points.back().point.pose.position.z; - straight_point.point.longitudinal_velocity_mps = 0.0; - straight_point.lane_ids.push_back(goal_lane.id()); - path_turn_right.points.push_back(straight_point); - + for (auto & p : path_turn_left.points) { + p.lane_ids.push_back(closest_road_lanelet.id()); + p.lane_ids.push_back(closest_shoulder_lanelet.id()); + } path_turn_left.header = planner_data_->route_handler->getRouteHeader(); path_turn_left.drivable_area = util::generateDrivableArea( path_turn_left, lanes, common_params.drivable_area_resolution, common_params.vehicle_length, planner_data_); - paths_.push_back(path_turn_left); + PathWithLaneId path_turn_right = generateArcPath( + Cr, R_E_r, normalizeRadian(psi + M_PI_2 + theta_l), M_PI_2, !is_forward, is_forward); + for (auto & p : path_turn_right.points) { + p.lane_ids.push_back(closest_road_lanelet.id()); + p.lane_ids.push_back(closest_shoulder_lanelet.id()); + } path_turn_right.header = planner_data_->route_handler->getRouteHeader(); path_turn_right.drivable_area = util::generateDrivableArea( path_turn_right, lanes, common_params.drivable_area_resolution, common_params.vehicle_length, planner_data_); + + // Need to add straight path to last right_turning for parking in parallel + if (std::abs(end_pose_offset) > 0) { + PathPointWithLaneId straight_point{}; + lanelet::ConstLanelet goal_lane; + lanelet::utils::query::getClosestLanelet(shoulder_lanes, goal_pose, &goal_lane); + straight_point.point.pose = goal_pose; + straight_point.lane_ids.push_back(goal_lane.id()); + path_turn_right.points.push_back(straight_point); + } + + // generate arc path vector + paths_.push_back(path_turn_left); paths_.push_back(path_turn_right); + // debug + Cr_.pose = Cr; + Cr_.header = planner_data_->route_handler->getRouteHeader(); Cr_.pose = Cr; Cr_.header = planner_data_->route_handler->getRouteHeader(); - Cl_.pose = Cl; - Cl_.header = planner_data_->route_handler->getRouteHeader(); start_pose_.pose = start_pose; start_pose_.header = planner_data_->route_handler->getRouteHeader(); arc_end_pose_.pose = arc_end_pose; @@ -276,55 +469,50 @@ bool GeometricParallelParking::planOneTraial( path_pose_array_ = convertToGeometryPoseArray(getFullPath()); path_pose_array_.header = planner_data_->route_handler->getRouteHeader(); - return true; + return paths_; } PathWithLaneId GeometricParallelParking::generateArcPath( - const Pose & center, const float radius, const float start_yaw, float end_yaw, + const Pose & center, const double radius, const double start_yaw, double end_yaw, const bool is_left_turn, // is_left_turn means clockwise around center. const bool is_forward) { PathWithLaneId path; - - const float velocity = - is_forward ? parameters_.forward_parking_velocity : parameters_.backward_parking_velocity; - const float yaw_interval = parameters_.arc_path_interval / radius; - float yaw = start_yaw; + const double yaw_interval = parameters_.arc_path_interval / radius; + double yaw = start_yaw; if (is_left_turn) { if (end_yaw < start_yaw) end_yaw += M_PI_2; while (yaw < end_yaw) { - PathPointWithLaneId p = generateArcPathPoint(center, radius, yaw, is_left_turn, is_forward); - p.point.longitudinal_velocity_mps = velocity; + const auto p = generateArcPathPoint(center, radius, yaw, is_left_turn, is_forward); path.points.push_back(p); yaw += yaw_interval; } } else { // right_turn if (end_yaw > start_yaw) end_yaw -= M_PI_2; while (yaw > end_yaw) { - PathPointWithLaneId p = generateArcPathPoint(center, radius, yaw, is_left_turn, is_forward); - p.point.longitudinal_velocity_mps = velocity; + const auto p = generateArcPathPoint(center, radius, yaw, is_left_turn, is_forward); path.points.push_back(p); yaw -= yaw_interval; } } - PathPointWithLaneId p = generateArcPathPoint(center, radius, end_yaw, is_left_turn, is_forward); - // If last parking turn, going straight is needed for parking in parallel. - const bool is_final_turn = (is_left_turn && !is_forward) || (!is_left_turn && is_forward); - p.point.longitudinal_velocity_mps = is_final_turn ? velocity : 0; + // insert the last point exactly + const auto p = generateArcPathPoint(center, radius, end_yaw, is_left_turn, is_forward); path.points.push_back(p); - return path; + return removeOverlappingPoints(path); } PathPointWithLaneId GeometricParallelParking::generateArcPathPoint( - const Pose & center, const float radius, const float yaw, const bool is_left_turn, + const Pose & center, const double radius, const double yaw, const bool is_left_turn, const bool is_forward) { + // get pose in center_pose coords Pose pose_centercoords; pose_centercoords.position.x = radius * std::cos(yaw); pose_centercoords.position.y = radius * std::sin(yaw); + // set orientation tf2::Quaternion quat; if ((is_left_turn && !is_forward) || (!is_left_turn && is_forward)) { quat.setRPY(0, 0, normalizeRadian(yaw - M_PI_2)); @@ -333,38 +521,23 @@ PathPointWithLaneId GeometricParallelParking::generateArcPathPoint( } pose_centercoords.orientation = tf2::toMsg(quat); + // get pose in map coords PathPointWithLaneId p{}; p.point.pose = transformPose(pose_centercoords, center); - lanelet::ConstLanelet current_lane; - planner_data_->route_handler->getClosestLaneletWithinRoute(p.point.pose, ¤t_lane); - - // Use z of lanelet closest point because z of goal is 0. - // https://github.com/autowarefoundation/autoware.universe/issues/711 - double min_distance = std::numeric_limits::max(); - for (const auto & pt : current_lane.centerline3d()) { - const double distance = - calcDistance2d(p.point.pose, lanelet::utils::conversion::toGeomMsgPt(pt)); - if (distance < min_distance) { - min_distance = distance; - p.point.pose.position.z = pt.z(); - } - } - - p.lane_ids.push_back(current_lane.id()); return p; } -void GeometricParallelParking::setParams( - const std::shared_ptr & planner_data, ParallelParkingParameters parameters) +void GeometricParallelParking::setData( + const std::shared_ptr & planner_data, + const ParallelParkingParameters & parameters) { planner_data_ = planner_data; parameters_ = parameters; auto common_params = planner_data_->parameters; - max_steer_rad_ = deg2rad(max_steer_deg_); - R_E_min_ = common_params.wheel_base / std::tan(max_steer_rad_); + R_E_min_ = common_params.wheel_base / std::tan(parameters_.max_steer_rad); R_Bl_min_ = std::hypot( R_E_min_ + common_params.wheel_tread / 2 + common_params.left_over_hang, common_params.wheel_base + common_params.front_overhang); From fbcfee16d95ad25d74640254cb97afc5cd251a86 Mon Sep 17 00:00:00 2001 From: kminoda <44218668+kminoda@users.noreply.github.com> Date: Tue, 30 Aug 2022 15:02:37 +0900 Subject: [PATCH 12/64] fix(vehicle_velocity_converter): simpify parameter inputs (#1727) * fix(vehicle_velocity_converter): simpify parameter inputs Signed-off-by: kminoda * fix readme and default value Signed-off-by: kminoda * fix default value Signed-off-by: kminoda Signed-off-by: kminoda --- sensing/vehicle_velocity_converter/README.md | 9 +++++---- .../config/vehicle_velocity_converter.param.yaml | 11 ++--------- .../vehicle_velocity_converter.hpp | 2 ++ .../src/vehicle_velocity_converter.cpp | 13 ++++++++----- 4 files changed, 17 insertions(+), 18 deletions(-) diff --git a/sensing/vehicle_velocity_converter/README.md b/sensing/vehicle_velocity_converter/README.md index e25c46dfd7c0d..7554457d37149 100644 --- a/sensing/vehicle_velocity_converter/README.md +++ b/sensing/vehicle_velocity_converter/README.md @@ -20,7 +20,8 @@ This package converts autoware_auto_vehicle_msgs::msg::VehicleReport message to ## Parameters -| Name | Type | Description | -| ------------ | ------ | ----------------------------------------- | -| `frame_id` | string | frame id for output message | -| `covariance` | double | set covariance value to the twist message | +| Name | Type | Description | +| ---------------------------- | ------ | ------------------------------- | +| `frame_id` | string | frame id for output message | +| `velocity_stddev_xx` | double | standard deviation for vx | +| `angular_velocity_stddev_zz` | double | standard deviation for yaw rate | diff --git a/sensing/vehicle_velocity_converter/config/vehicle_velocity_converter.param.yaml b/sensing/vehicle_velocity_converter/config/vehicle_velocity_converter.param.yaml index 4c15d1caf6274..7dd04823453c5 100644 --- a/sensing/vehicle_velocity_converter/config/vehicle_velocity_converter.param.yaml +++ b/sensing/vehicle_velocity_converter/config/vehicle_velocity_converter.param.yaml @@ -1,12 +1,5 @@ /**: ros__parameters: + velocity_stddev_xx: 0.2 # [m/s] + angular_velocity_stddev_zz: 0.1 # [rad/s] frame_id: base_link - twist_covariance: - [ - 0.04, 0.0, 0.0, 0.0, 0.0, 0.0, - 0.0, 10000.0, 0.0, 0.0, 0.0, 0.0, - 0.0, 0.0, 10000.0, 0.0, 0.0, 0.0, - 0.0, 0.0, 0.0, 10000.0, 0.0, 0.0, - 0.0, 0.0, 0.0, 0.0, 10000.0, 0.0, - 0.0, 0.0, 0.0, 0.0, 0.0, 0.01, - ] diff --git a/sensing/vehicle_velocity_converter/include/vehicle_velocity_converter/vehicle_velocity_converter.hpp b/sensing/vehicle_velocity_converter/include/vehicle_velocity_converter/vehicle_velocity_converter.hpp index 043087a3afdf2..bad4d4bc06326 100644 --- a/sensing/vehicle_velocity_converter/include/vehicle_velocity_converter/vehicle_velocity_converter.hpp +++ b/sensing/vehicle_velocity_converter/include/vehicle_velocity_converter/vehicle_velocity_converter.hpp @@ -41,6 +41,8 @@ class VehicleVelocityConverter : public rclcpp::Node twist_with_covariance_pub_; std::string frame_id_; + double stddev_vx_; + double stddev_wz_; std::array twist_covariance_; }; diff --git a/sensing/vehicle_velocity_converter/src/vehicle_velocity_converter.cpp b/sensing/vehicle_velocity_converter/src/vehicle_velocity_converter.cpp index d4cc91a2b0ae9..844a17df4715b 100644 --- a/sensing/vehicle_velocity_converter/src/vehicle_velocity_converter.cpp +++ b/sensing/vehicle_velocity_converter/src/vehicle_velocity_converter.cpp @@ -17,10 +17,8 @@ VehicleVelocityConverter::VehicleVelocityConverter() : Node("vehicle_velocity_converter") { // set covariance value for twist with covariance msg - std::vector covariance = declare_parameter>("twist_covariance"); - for (std::size_t i = 0; i < covariance.size(); ++i) { - twist_covariance_[i] = covariance[i]; - } + stddev_vx_ = declare_parameter("velocity_stddev_xx", 0.2); + stddev_wz_ = declare_parameter("angular_velocity_stddev_zz", 0.1); frame_id_ = declare_parameter("frame_id", "base_link"); vehicle_report_sub_ = create_subscription( @@ -44,7 +42,12 @@ void VehicleVelocityConverter::callbackVelocityReport( twist_with_covariance_msg.twist.twist.linear.x = msg->longitudinal_velocity; twist_with_covariance_msg.twist.twist.linear.y = msg->lateral_velocity; twist_with_covariance_msg.twist.twist.angular.z = msg->heading_rate; - twist_with_covariance_msg.twist.covariance = twist_covariance_; + twist_with_covariance_msg.twist.covariance[0 + 0 * 6] = stddev_vx_ * stddev_vx_; + twist_with_covariance_msg.twist.covariance[1 + 1 * 6] = 10000.0; + twist_with_covariance_msg.twist.covariance[2 + 2 * 6] = 10000.0; + twist_with_covariance_msg.twist.covariance[3 + 3 * 6] = 10000.0; + twist_with_covariance_msg.twist.covariance[4 + 4 * 6] = 10000.0; + twist_with_covariance_msg.twist.covariance[5 + 5 * 6] = stddev_wz_ * stddev_wz_; twist_with_covariance_pub_->publish(twist_with_covariance_msg); } From 1d10ff34e02c3a147623056d30fa247f32271281 Mon Sep 17 00:00:00 2001 From: Yutaka Shimizu <43805014+purewater0901@users.noreply.github.com> Date: Tue, 30 Aug 2022 15:37:06 +0900 Subject: [PATCH 13/64] feat(tier4_autoware_utils): add point to tfvector function (#1726) Signed-off-by: yutaka Signed-off-by: yutaka --- .../geometry/geometry.hpp | 12 ++++ .../test/src/geometry/test_geometry.cpp | 67 +++++++++++++++++++ 2 files changed, 79 insertions(+) diff --git a/common/tier4_autoware_utils/include/tier4_autoware_utils/geometry/geometry.hpp b/common/tier4_autoware_utils/include/tier4_autoware_utils/geometry/geometry.hpp index 115b544726bdf..2ba61fe321cbe 100644 --- a/common/tier4_autoware_utils/include/tier4_autoware_utils/geometry/geometry.hpp +++ b/common/tier4_autoware_utils/include/tier4_autoware_utils/geometry/geometry.hpp @@ -430,6 +430,18 @@ inline geometry_msgs::msg::TransformStamped pose2transform( return transform; } +template +tf2::Vector3 point2tfVector(const Point1 & src, const Point2 & dst) +{ + const auto src_p = getPoint(src); + const auto dst_p = getPoint(dst); + + double dx = dst_p.x - src_p.x; + double dy = dst_p.y - src_p.y; + double dz = dst_p.z - src_p.z; + return tf2::Vector3(dx, dy, dz); +} + inline Point3d transformPoint( const Point3d & point, const geometry_msgs::msg::Transform & transform) { diff --git a/common/tier4_autoware_utils/test/src/geometry/test_geometry.cpp b/common/tier4_autoware_utils/test/src/geometry/test_geometry.cpp index 6b8d886b5196a..70ebb8ac72dca 100644 --- a/common/tier4_autoware_utils/test/src/geometry/test_geometry.cpp +++ b/common/tier4_autoware_utils/test/src/geometry/test_geometry.cpp @@ -752,6 +752,73 @@ TEST(geometry, pose2transform) } } +TEST(geometry, point2tfVector) +{ + using tier4_autoware_utils::createQuaternionFromRPY; + using tier4_autoware_utils::deg2rad; + using tier4_autoware_utils::point2tfVector; + + // Point + { + geometry_msgs::msg::Point src; + src.x = 1.0; + src.y = 2.0; + src.z = 3.0; + + geometry_msgs::msg::Point dst; + dst.x = 10.0; + dst.y = 5.0; + dst.z = -5.0; + + const auto vec = point2tfVector(src, dst); + + EXPECT_DOUBLE_EQ(vec.x(), 9.0); + EXPECT_DOUBLE_EQ(vec.y(), 3.0); + EXPECT_DOUBLE_EQ(vec.z(), -8.0); + } + + // Pose + { + geometry_msgs::msg::Pose src; + src.position.x = 1.0; + src.position.y = 2.0; + src.position.z = 3.0; + src.orientation = createQuaternionFromRPY(deg2rad(30), deg2rad(30), deg2rad(30)); + + geometry_msgs::msg::Pose dst; + dst.position.x = 10.0; + dst.position.y = 5.0; + dst.position.z = -5.0; + dst.orientation = createQuaternionFromRPY(deg2rad(10), deg2rad(10), deg2rad(10)); + + const auto vec = point2tfVector(src, dst); + + EXPECT_DOUBLE_EQ(vec.x(), 9.0); + EXPECT_DOUBLE_EQ(vec.y(), 3.0); + EXPECT_DOUBLE_EQ(vec.z(), -8.0); + } + + // Point and Pose + { + geometry_msgs::msg::Point src; + src.x = 1.0; + src.y = 2.0; + src.z = 3.0; + + geometry_msgs::msg::Pose dst; + dst.position.x = 10.0; + dst.position.y = 5.0; + dst.position.z = -5.0; + dst.orientation = createQuaternionFromRPY(deg2rad(10), deg2rad(10), deg2rad(10)); + + const auto vec = point2tfVector(src, dst); + + EXPECT_DOUBLE_EQ(vec.x(), 9.0); + EXPECT_DOUBLE_EQ(vec.y(), 3.0); + EXPECT_DOUBLE_EQ(vec.z(), -8.0); + } +} + TEST(geometry, transformPoint) { using tier4_autoware_utils::createQuaternionFromRPY; From 4f7b0dac440ae591616140929f7d44754cfc782e Mon Sep 17 00:00:00 2001 From: Kosuke Takeuchi Date: Tue, 30 Aug 2022 15:51:32 +0900 Subject: [PATCH 14/64] docs(behavior_path_planner): update pull over docs (#1578) * docs(behavior_path_planner): update pull over docs Signed-off-by: kosuke55 * fix docs Signed-off-by: kosuke55 * update docs Signed-off-by: kosuke55 Signed-off-by: kosuke55 --- planning/behavior_path_planner/README.md | 148 ++++++-- .../image/arc_backward_parking.drawio.svg | 4 + .../image/arc_forward_parking.drawio.svg | 4 + .../image/behavior_path_planner_bt_config.png | Bin 146425 -> 179116 bytes .../image/pull_over_fig1.drawio.svg | 340 ------------------ .../image/shift_parking.drawio.svg | 4 + 6 files changed, 138 insertions(+), 362 deletions(-) create mode 100644 planning/behavior_path_planner/image/arc_backward_parking.drawio.svg create mode 100644 planning/behavior_path_planner/image/arc_forward_parking.drawio.svg delete mode 100644 planning/behavior_path_planner/image/pull_over_fig1.drawio.svg create mode 100644 planning/behavior_path_planner/image/shift_parking.drawio.svg diff --git a/planning/behavior_path_planner/README.md b/planning/behavior_path_planner/README.md index f07711647837a..d0dc63922eca2 100644 --- a/planning/behavior_path_planner/README.md +++ b/planning/behavior_path_planner/README.md @@ -15,7 +15,7 @@ The following modules are currently supported: - **Lane Following**: Generate lane centerline from map. - **Lane Change**: Performs a lane change. This module is performed when it is necessary and a collision check with other vehicles is cleared. - **Obstacle Avoidance**: Perform an obstacle avoidance. This module is for avoidance of a vehicle parked on the edge of the lane or overtaking a low-speed obstacle. -- **Pull Over**: Performs a pull over. This module is performed when goal is in the shoulder lane. Ego-vehicle will stop at the goal. +- **Pull Over**: Performs a pull over. This module is performed when ego-vehicle is in the road lane and goal is in the shoulder lane. ego-vehicle will stop at the goal. - **Pull Out**: Performs a pull out. This module is performed when ego-vehicle is stationary and footprint of ego-vehicle is included in shoulder lane. This module ends when ego-vehicle merges into the road. - **Side Shift**: (For remote control) Shift the path to left or right according to an external instruction. @@ -46,6 +46,7 @@ The following modules are currently supported: - /planning/mission_planning/route [`autoware_auto_planning_msgs/HADMapRoute`] : Current route from start to goal. - /map/vector_map [autoware_auto_mapping_msgs/HADMapBin] : Map information. - /perception/object_recognition/objects [`autoware_auto_perception_msgs/PredictedObjects`] : dynamic objects from perception module. +- /perception/occupancy_grid_map/map [nav_msgs/msg/OccupancyGrid] : occupancy grid map from perception module. This is used for only Pull Over module - /tf [`tf2_msgs/TFMessage`] : For ego-pose. - /localization/kinematic_state [`nav_msgs/Odometry] : For ego-velocity. - path_change_approval [`std_msgs::Bool`] : (For remote control) @@ -195,32 +196,79 @@ The Pull Over module is activated when goal is in the shoulder lane. Ego-vehicle - Pull over request condition - - The goal is in shoulder lane - - The distance from ego-vehicle to the destination is long enough for pull over - - The distance required for a pull over is determined by the sum of the straight distance before pull over, the straight distance after pull over, and the minimum distance required for pull over + - The goal is in shoulder lane and the ego-vehicle is in road lane. + - The distance between the goal and ego-vehicle is somewhat close. + - It is shorter than `request_length`(default: < `100m`). - Pull over ready condition - - The end of generated path is located before the end of the road - - Distance required for pull over of generated path is shorter than distance from ego-pose to goal-pose - - Generated Path of the pull over doesn’t collide with other objects + - It is always ready if the conditions of the request are met. + +- Pull over start condition + - Generate safe parking goal and path. + - The generated path does not collide with obstacles. - Pull over is allowed by an operator - If pull over path is not allowed by an operator, leave distance required for pull over and stop. - This case is defined as UC ID: UC-F-11-00004 at [ODD Use Case Slide Pullover draft](https://docs.google.com/presentation/d/19-G1vj0rG-1P1RKWLg-Iq3_7YgcIYgXZ1wq2_J9NXGo/edit#slide=id.gf4f59f078d_0_1) #### **finish pull over condition** (need to meet any of the conditions below) - The distance to the goal from your vehicle is lower than threshold (default: < `1m`) -- The speed of the vehicle is 0. +- The ego-vehicle is stopped. + - The speed is lower than threshold (default: < `0.01m/s`). -#### **Collision prediction with obstacles** +#### General parameters for pull_over -1. Predict each position of the ego-vehicle and other vehicle on the target lane of the pull over at t1, t2,...tn -2. If a distance between the ego-vehicle and other one is lower than the threshold (`ego_velocity * stop_time (2s)`) at each time, that is judged as a collision +| Name | Unit | Type | Description | Default value | +| :------------------------- | :----- | :----- | :-------------------------------------------------------------------------------------------------------------------------------------- | :------------ | +| request_length | [m] | double | when the ego-vehicle approaches the goal by this distance, the module is activated. | 100.0 | +| th_arrived_distance_m | [m] | double | distance threshold for arrival of path termination | 1.0 | +| th_stopped_velocity_mps | [m/s] | double | velocity threshold for arrival of path termination | 0.01 | +| th_stopped_time_sec | [s] | double | time threshold for arrival of path termination | 2.0 | +| pull_over_velocity | [m/s] | double | decelerate to this speed by the goal search area | 2.0 | +| pull_over_minimum_velocity | [m/s] | double | speed of pull_over after stopping once. this prevents excessive acceleration. | 0.3 | +| margin_from_boundary | [m] | double | distance margin from edge of the shoulder lane | 0.5 | +| decide_path_distance | [m] | double | decide path if it approaches this distance relative to the parking position. after that, no path planning and goal search are performed | 10.0 | +| maximum_deceleration | [m/s2] | double | maximum deceleration. it prevents sudden deceleration when a parking path cannot be found suddenly | 0.5 | + +#### **collision check** + +##### **occupancy grid based collision check** + +Generate footprints from ego-vehicle path points and determine obstacle collision from the value of occupancy_grid of the corresponding cell. + +##### Parameters for occupancy grid based collision check + +| Name | Unit | Type | Description | Default value | +| :--------------------- | :--- | :----- | :-------------------------------------------------------------------------------------------------------------- | :------------ | +| collision_check_margin | [m] | double | margin to calculate ego-vehicle cells from footprint. | 0.5 | +| theta_size | - | int | size of theta angle to be considered. angular resolution for collision check will be 2$\pi$ / theta_size [rad]. | 360 | +| obstacle_threshold | - | int | threshold of cell values to be considered as obstacles | 60 | + +#### **Goal Search** + +If it is not possible to park safely at a given goal, `/planning/scenario_planning/modified_goal` is +searched for in certain range of the shoulder lane. + +[Video of how goal search works](https://user-images.githubusercontent.com/39142679/178033628-bec1bbc7-3b27-47b1-b50b-55f855e2e399.mp4) + +##### Parameters for goal search + +| Name | Unit | Type | Description | Default value | +| :-------------------------- | :--- | :----- | :----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | :------------- | +| search_priority | - | string | In case `efficient_path` use a goal that can generate an efficient path( priority is `shift_parking` -> `arc_forward_parking` -> `arc_backward_parking`). In case `close_goal` use the closest goal to the original one. | efficient_path | +| enable_goal_research | - | double | flag whether to search goal | true | +| forward_goal_search_length | [m] | double | length of forward range to be explored from the original goal | 20.0 | +| backward_goal_search_length | [m] | double | length of backward range to be explored from the original goal | 20.0 | +| goal_search_interval | [m] | double | distance interval for goal search | 1.0 | +| goal_to_obj_margin | [m] | double | margin between ego-vehicle and obstacles when arriving the goal | 2.0 | #### **Path Generation** +There are three path generation methods. The path is generated with a certain margin (default: `0.5 m`) from left boundary of shoulder lane. + +##### **shift parking** + Pull over distance is calculated by the speed, lateral deviation, and the lateral jerk. The lateral jerk is searched for among the predetermined minimum and maximum values, and the one satisfies ready conditions described above is output. @@ -228,21 +276,75 @@ The lateral jerk is searched for among the predetermined minimum and maximum val 2. In the section between merge start and end, path is shifted by a method that is used to generate avoidance path (four segmental constant jerk polynomials) 3. Combine this path with center line of road lane -![pull_over](./image/pull_over_fig1.drawio.svg) +![shift_parking](./image/shift_parking.drawio.svg) -#### Parameters for path generation +[Video of how shift_parking works](https://user-images.githubusercontent.com/39142679/178034101-4dc61a33-bc49-41a0-a9a8-755cce53cbc6.mp4) -| Name | Unit | Type | Description | Default value | -| :------------------- | :----- | :----- | :---------------------------------------------------------------------------------------------------------- | :------------ | -| straight_distance | [m] | double | straight distance after pull over. | 5.0 | -| minimum_lateral_jerk | [m/s3] | double | minimum lateral jerk to calculate shifting distance. | 0.5 | -| maximum_lateral_jerk | [m/s3] | double | maximum lateral jerk to calculate shifting distance. | 2.0 | -| pull_over_velocity | [m/s] | double | Accelerate/decelerate to this speed before the start of the pullover. | 3.0 | -| margin | [m] | double | distance from ego-vehicle's footprint to the edge of the shoulder lane. This value determines shift length. | 0.5 | +###### Parameters for shift parking + +| Name | Unit | Type | Description | Default value | +| :--------------------------------- | :----- | :----- | :------------------------------------------------------------------------------------------------------- | :------------ | +| enable_shift_parking | [-] | bool | flag whether to enable shift parking | true | +| pull_over_sampling_num | [-] | int | Number of samplings in the minimum to maximum range of lateral_jerk | 4 | +| maximum_lateral_jerk | [m/s3] | double | maximum lateral jerk | 2.0 | +| minimum_lateral_jerk | [m/s3] | double | minimum lateral jerk | 0.5 | +| deceleration_interval | [m] | double | distance of deceleration section | 15.0 | +| after_pull_over_straight_distance | [m] | double | straight line distance after pull over end point | 5.0 | +| before_pull_over_straight_distance | [m] | double | straight line distance before pull over end point. a safe path should have a distance that includes this | 5.0 | + +##### **geometric parallel parking** + +Generate two arc paths with discontinuous curvature. It stops twice in the middle of the path to control the steer on the spot. There are two path generation methods: forward and backward. +See also [[1]](https://www.sciencedirect.com/science/article/pii/S1474667015347431) for details of the algorithm. There is also [a simple python implementation](https://github.com/kosuke55/geometric-parallel-parking). + +###### Parameters geometric parallel parking + +| Name | Unit | Type | Description | Default value | +| :---------------- | :---- | :----- | :-------------------------------------- | :------------ | +| arc_path_interval | [m] | double | interval between arc path points | 1.0 | +| max_steer_rad | [rad] | double | maximum steer angle for path generation | 0.35 | + +###### arc forward parking + +Generate two forward arc paths. + +![arc_forward_parking](./image/arc_forward_parking.drawio.svg) + +[Video of how arc_forward_parking works](https://user-images.githubusercontent.com/39142679/178034128-4754c401-8aff-4745-b69a-4a69ca29ce4b.mp4) + +###### Parameters arc forward parking + +| Name | Unit | Type | Description | Default value | +| :-------------------------------------- | :---- | :----- | :------------------------------------------------------------------------------- | :------------ | +| enable_arc_forward_parking | [-] | bool | flag whether to enable arc forward parking | true | +| after_forward_parking_straight_distance | [m] | double | straight line distance after pull over end point | 2.0 | +| forward_parking_velocity | [m/s] | double | velocity when forward parking | 0.3 | +| forward_parking_lane_departure_margin | [m/s] | double | lane departure margin for front left corner of ego-vehicle when forkward parking | 0.0 | + +###### arc backward parking + +Generate two backward arc paths. + +![arc_backward_parking](./image/arc_backward_parking.drawio.svg). + +[Video of how arc_forward_parking works](https://user-images.githubusercontent.com/39142679/178034280-4b6754fe-3981-4aee-b5e0-970f34563c6d.mp4) + +###### Parameters arc backward parking + +| Name | Unit | Type | Description | Default value | +| :--------------------------------------- | :---- | :----- | :------------------------------------------------------------------------ | :------------ | +| enable_arc_backward_parking | [-] | bool | flag whether to enable arc backward parking | true | +| after_backward_parking_straight_distance | [m] | double | straight line distance after pull over end point | 2.0 | +| backward_parking_velocity | [m/s] | double | velocity when backward parking | -0.3 | +| backward_parking_lane_departure_margin | [m/s] | double | lane departure margin for front right corner of ego-vehicle when backward | 0.0 | #### Unimplemented parts / limitations for pull over -- When parking on the shoulder of the road, 3.5m space on the right side should be secured +- parking on the right shoulder is not allowed +- if the distance from the edge of the shoulder is too narrow, parking is not possible. + - if `margin_from_boundary` is set to `0.0`, etc., a path without deviation cannot be found. +- geometric_parallel_parking assumes road lanes and shoulder lanes are straight and parallel. + - sift parking is possible on curved lanes. ### Pull Out @@ -341,6 +443,8 @@ When multiple turn signal conditions are met, the turn signal with the smaller d This module depends on the external [BehaviorTreeCpp](https://github.com/BehaviorTree/BehaviorTree.CPP) library. +[[1]](https://www.sciencedirect.com/science/article/pii/S1474667015347431) H. Vorobieva, S. Glaser, N. Minoiu-Enache, and S. Mammar, “Geometric path planning for automatic parallel parking in tiny spots”, IFAC Proceedings Volumes, vol. 45, no. 24, pp. 36–42, 2012. + ## Future extensions / Unimplemented parts - diff --git a/planning/behavior_path_planner/image/arc_backward_parking.drawio.svg b/planning/behavior_path_planner/image/arc_backward_parking.drawio.svg new file mode 100644 index 0000000000000..eef5ba786bac3 --- /dev/null +++ b/planning/behavior_path_planner/image/arc_backward_parking.drawio.svg @@ -0,0 +1,4 @@ + + + +
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    backward_parking_lane_departure_margin
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    forward_parking_lane_departure_margin
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