motion planning
2024
Towards Geometric Motion Planning for High-Dimensional Systems: Gait-Based Coordinate Optimization and Local Metrics
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kinematics
optimization
Lie
motion planning
This work extends my own contributions at the tail end of my masters thesis with some excellent novel ideas by Yanhao Yang at Oregon State University. We perform an optimization of body orientation frame for mobile systems, key for motion planning using models for dynamics like constraint curvature. However, we address the curse of dimensionality by performing optimization in the region surrounding the current motion plan, rather than for the entire configuration space.