Real-time Perceptive Motion Control using Control Barrier Functions with Analytical Smoothing for Six-Wheeled-Telescopic-Legged Robot Tachyon 3
Noriaki Takasugi, Masaya Kinoshita, Yasuhisa Kamikawa, Ryoichi Tsuzaki, Atsushi Sakamoto, Toshimitsu Kai, Yasunori Kawanami
Abstract
To achieve safe legged locomotion, it is crucial to generate motion in real-time considering various constraints in robots and environments. In this study, we propose a lightweight real-time perceptive motion control system for the newly developed six-wheeled-telescopic-legged robot, Tachyon 3. In the proposed method, analytically smoothed constraints including Smooth Separating Axis Theorem (SSAT) as a novel higher order differentiable collision detection for 3D shapes is applied to the Control Barrier Function (CBF). The proposed system integrating the CBF achieves online motion generation in a short control cycle of 1 ms that satisfies joint limitations, environmental collision avoidance and safe convex foothold constraints. The efficiency of SSAT is shown from the collision detection time of 1 µs or less and the CBF constraint computation time for Tachyon 3 of several µs. Furthermore, the effectiveness of the proposed system is verified through the stair-climbing motion, integrating online recognition in a simulation and a real machine.
BibTeX
@inproceedings{iros2024_realtimepercepti,
title = {Real-time Perceptive Motion Control using Control Barrier Functions with Analytical Smoothing for Six-Wheeled-Telescopic-Legged Robot Tachyon 3},
author = {Noriaki Takasugi and Masaya Kinoshita and Yasuhisa Kamikawa and Ryoichi Tsuzaki and Atsushi Sakamoto and Toshimitsu Kai and Yasunori Kawanami},
booktitle = {IROS 2024},
year = {2024}
}