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ros_3d_attractor's Introduction

ROS2 3D attractor

This package implements a force field that functions like an attractor, to pull a robotic end effector toward some point, line, or plane in 3D space.

See the system model documentation for an overview of the equations that define the attractor. See the configuration documentation for information about configuring the parameters for the attractor. Also see the notes about system stability and relevant Force Dimension examples for further information.

Installation documentation forthcoming.

License

Copyright 2023 Neuromechatronics Lab, Carnegie Mellon University

Contributors:

This Source Code Form is subject to the terms of the Mozilla Public License, v. 2.0. If a copy of the MPL was not distributed with this file, You can obtain one at https://mozilla.org/MPL/2.0/.

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ros_3d_attractor's Issues

The attractor basis should be replaced with an attractor covariance

It was my expectation that dimensions of the basis could be scaled to reduce force effects along those directions, but the final projection in the force calculation actually requires that dimensions be zeroed. It's only the directions that matter and not the scales. Rather than a simple projection, this should be treated like inference with a multivariate Gaussian. The attractor is then an ellipsoid.

Lacks test suite

Write some tests for this package. Some options:

  • Tests based on the Force Dimension example code.
  • Tests for ensuring an adequate update rate.
  • Tests that drive the robot to apply impulses and measure the response.
  • Tests of the basic math.

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