Real-time Perceptive Motion Control using Control Barrier Functions with Analytical Smoothing for Six-Wheeled-Telescopic-Legged Robot Tachyon 3
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.
Authors
- Yasunori Kawanami (ORCID: https://orcid.org/0009-0002-6426-3451)
- Yasuhisa Kamikawa (ORCID: https://orcid.org/0000-0002-5054-620X)
- Atsushi Sakamoto (ORCID: https://orcid.org/0000-0001-5710-1900)
- Noriaki Takasugi (ORCID: https://orcid.org/0000-0002-0143-8747)
- Ryoichi Tsuzaki
- Masaya Kinoshita (ORCID: https://orcid.org/0009-0004-2343-7085)
- Toshimitsu Kai
Publication Details
- Published
- 2024-10-14
- DOI
- https://doi.org/10.1109/iros58592.2024.10802375
- Citations
- 3
- Primary Topic
- Robotic Locomotion and Control
- Type
- article
- Field-Weighted Citation Impact
- 0.55