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Ackermann Autonomous Vehicle (ROS 2)

This project is a ROS 2-based Ackermann-steered autonomous ground vehicle capable of performing real-time SLAM and autonomous navigation in dynamic environments. It integrates ROS 2 Control for hardware interface, SLAM Toolbox for mapping and localization, and Nav2 for path planning and obstacle avoidance.

Robot-fig


Features

  • Ackermann steering kinematics
  • Real-time SLAM using SLAM Toolbox
  • Autonomous navigation using Nav2
  • Dynamic obstacle avoidance
  • ROS 2 Control integration for motor and servo interfaces
  • Supports RViz2 visualization
  • URDF-based robot model with accurate transforms

Stack Overview

Component Package / Framework
OS Ubuntu 22.04
ROS 2 Version Humble
SLAM SLAM Toolbox
Navigation Nav2
Control ros2_control + hardware_interface
Visualization RViz2

System Architecture

[Sensors: LIDAR, IMU, Encoders]
        |
        v
[ROS 2 Hardware Interface (ros2_control)]
        |
        v
[Base Controller (ackermann_steering_controller)]
        |
        v
[tf2 + odom -> base_link]
        |
        v
[SLAM Toolbox] <--> [Map Server]
        |
        v
[Nav2 Stack] <---> [Costmaps + Planners + Controllers]

Other pictures

Robot side

Robot right side


SLAM precision

SLAM Comparation


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ROS2 autonomous vehicle with ackermann steering

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