3D Underactuated Bipedal Walking via H-LIP based Gait Synthesis and Stepping Stabilization
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Abstract (arXiv)
In this paper, we holistically present a Hybrid-Linear Inverted Pendulum (H-LIP) based approach for synthesizing and stabilizing 3D foot-underactuated bipedal walking, with an emphasis on thorough hardware realization. The H-LIP is proposed to capture the essential components of the underactuated and actuated part of the robotic walking. The robot walking gait is then directly synthesized based on the H-LIP. We comprehensively characterize the periodic orbits of the H-LIP and provably derive the stepping stabilization via its step-to-step (S2S) dynamics, which is then utilized to approximate the S2S dynamics of the horizontal state of the center of mass (COM) of the robotic walking. The approximation facilities a H-LIP based stepping controller to provide desired step sizes to stabilize the robotic walking. By realizing the desired step sizes, the robot achieves dynamic and stable walking. The approach is fully evaluated in both simulation and experiment on the 3D underactuated bipedal robot Cassie, which demonstrates dynamic walking behaviors with both high versatility and robustness.
Key facts. Cited by 3 papers in the map (data through 7 Oct 2026). First posted on arXiv 23 Jan 2021.
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Citing papers per year: 2021: 2; 2022: 0; 2023: 0; 2024: 1.
3 papers.
- 2024Reinforcement Learning for Versatile, Dynamic, and Robust Bipedal Locomotion Controlcited by 63
- 2021GLiDE: Generalizable Quadrupedal Locomotion in Diverse Environments with a Centroidal Modelcited by 23
- 2021Autonomous Navigation of Underactuated Bipedal Robots in Height-Constrained Environmentscited by 5
- 2024Reinforcement Learning for Versatile, Dynamic, and Robust Bipedal Locomotion Control30 Jan 2024
- 2021Autonomous Navigation of Underactuated Bipedal Robots in Height-Constrained Environments13 Sep 2021
- 2021GLiDE: Generalizable Quadrupedal Locomotion in Diverse Environments with a Centroidal Model20 Apr 2021