Optimisation of Body-ground Contact for Augmenting Whole-Body Loco-manipulation of Quadruped Robots
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Abstract (arXiv)
Legged robots have great potential to perform loco-manipulation tasks, yet it is challenging to keep the robot balanced while it interacts with the environment. In this paper we study the use of additional contact points for maximising the robustness of loco-manipulation motions. Specifically, body-ground contact is studied for enhancing robustness and manipulation capabilities of quadrupedal robots. We propose to equip the robot with prongs: small legs rigidly attached to the body which ensure body-ground contact occurs in controllable point-contacts. The effect of these prongs on robustness is quantified by computing the Smallest Unrejectable Force (SUF), a measure of robustness related to Feasible Wrench Polytopes. We apply the SUF to assess the robustness of the system, and propose an effective approximation of the SUF that can be computed at near-real-time speed. We design a hierarchical quadratic programming based whole-body controller that controls stable interaction when the prongs are in contact with the ground. This novel concept of using prongs and the resulting control framework are all implemented on hardware to validate the effectiveness of the increased robustness and newly enabled loco-manipulation tasks, such as obstacle clearance and manipulation of a large object.
Key facts. Cited by 4 papers in the map (data through 14 Oct 2026). First posted on arXiv 24 Feb 2020.
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Citing papers per year: 2022: 1; 2023: 0; 2024: 2; 2025: 1.
4 papers.
- 2024Visual Whole-Body Control for Legged Loco-Manipulationcited by 62
- 2024Learning Multi-Agent Loco-Manipulation for Long-Horizon Quadrupedal Pushingcited by 13
- 2022Sim-to-Real Learning for Bipedal Locomotion Under Unsensed Dynamic Loadscited by 10
- 2025Versatile Loco-Manipulation through Flexible Interlimb Coordinationcited by 5
- 2025Versatile Loco-Manipulation through Flexible Interlimb Coordination9 Jun 2025
- 2024Learning Multi-Agent Loco-Manipulation for Long-Horizon Quadrupedal Pushing11 Nov 2024
- 2024Visual Whole-Body Control for Legged Loco-Manipulation25 Mar 2024
- 2022Sim-to-Real Learning for Bipedal Locomotion Under Unsensed Dynamic Loads9 Apr 2022