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Optimisation of Body-ground Contact for Augmenting the Whole-Body Loco-manipulation of Quadruped Robots
- Source :
- IROS, Wolfslag, W, McGreavy, C, Xin, G, Tiseo, C, Vijayakumar, S & Li, Z 2021, Optimisation of Body-ground Contact for Augmenting Whole-Body Loco-manipulation of Quadruped Robots . in 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) . Institute of Electrical and Electronics Engineers (IEEE), pp. 3694-3701, 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, United States, 25/10/20 . https://doi.org/10.1109/IROS45743.2020.9341498
- Publication Year :
- 2020
- Publisher :
- IEEE, 2020.
-
Abstract
- Legged robots have great potential to perform complex loco-manipulation tasks, yet it is challenging to keep the robot balanced while it interacts with the environment. In this paper we investigated the use of additional contact points for maximising the robustness of loco-manipulation motions. Specifically, body-ground contact was studied for its ability to enhance robustness and manipulation capabilities of quadrupedal robots. We proposed equipping the robot with prongs: small legs rigidly attached to the body which create body-ground contact at controllable point-contacts. The effect of these prongs on robustness was quantified by computing the Smallest Unrejectable Force (SUF), a measure of robustness related to Feasible Wrench Polytopes. We applied the SUF to evaluate the robustness of the system, and proposed an effective approximation of the SUF that can be computed at near-real-time speed. We developed a hierarchical quadratic programming based whole-body controller that can control stable interaction when the prongs are in contact with the ground. This novel prong concept and complementary control framework were implemented on hardware to validate their effectiveness by showing increased robustness and newly enabled loco-manipulation tasks, such as obstacle clearance and manipulation of a large object.
- Subjects :
- 0209 industrial biotechnology
021103 operations research
Computer science
0211 other engineering and technologies
Polytope
02 engineering and technology
Object (computer science)
law.invention
020901 industrial engineering & automation
Control theory
law
Robustness (computer science)
Obstacle
Robot
Quadratic programming
Wrench
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
- Accession number :
- edsair.doi.dedup.....a5abcfe22b885cb7fff59b90c4846781
- Full Text :
- https://doi.org/10.1109/iros45743.2020.9341498