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Kinematic Optimization with 6D Pose Measurements #79

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merged 22 commits into from
Aug 26, 2020

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marip8
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@marip8 marip8 commented Aug 25, 2020

This PR supercedes #74. Notable changes include:

  • Changed residual calculation to include x/y/z difference and a scaled quaternion angular difference
  • Removed unit test residual error checks because of the mixed linear and rotational units in the residuals
  • Added an example with data collected on a robotic part positioner

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marip8 commented Aug 25, 2020

Results from the example

Calibration validation against measurements:

Position Difference Mean: 0.00174474
Position Difference Std. Dev.: 0.000923751
Orientation Difference Mean: 0.00323072
Orientation difference Std. Dev.: 0.00175761

Calibration validation against measurements (static DH parameters):

Position Difference Mean: 0.00382386
Position Difference Std. Dev.: 0.00144508
Orientation Difference Mean: 0.00534404
Orientation difference Std. Dev.: 0.00219113

Percent improvement: calibration vs. nominal kinematic model

Position: 54.3723%
Position Std. Dev.: 36.0761%
Orientation: 39.5453%
Orientation Std. Dev.: 19.7856%

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@schornakj schornakj left a comment

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My only suggestion is to remove a TODO comment I had added. Otherwise I think it's good to go.

@marip8 marip8 merged commit d26a844 into Jmeyer1292:master Aug 26, 2020
@marip8 marip8 deleted the feature/kinematic-optimization branch August 26, 2020 14:48
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2 participants