3-D Underactuated Bipedal Walking via H-LIP Based Gait Synthesis and Stepping Stabilization
- Creators
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Xiong, Xiaobin
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Ames, Aaron
Abstract
In this article, we holistically present a hybrid-linear inverted pendulum (H-LIP) based approach for synthesizing and stabilizing 3-D 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 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 3-D underactuated bipedal robot Cassie, which demonstrates dynamic walking behaviors with both high versatility and robustness.
Additional Information
© 2022 IEEE. Manuscript received October 29, 2021; accepted January 24, 2022. This article was recommended for publication by Associate Editor O. Stasse and Editor E. Yoshida upon evaluation of the reviewers' comments. This work was supported by Amazon Fellowship in AI and NSF under Grants 1924526 and 1923239.Attached Files
Accepted Version - 3-D_Underactuated_Bipedal_Walking_via_H-LIP_Based_Gait_Synthesis_and_Stepping_Stabilization.pdf
Supplemental Material - supp1-3150219.mp4
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Additional details
- Eprint ID
- 113764
- Resolver ID
- CaltechAUTHORS:20220307-188394000
- Amazon AI4Science Fellowship
- NSF
- ECCS-1924526
- NSF
- CMMI-1923239
- Created
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2022-03-08Created from EPrint's datestamp field
- Updated
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2022-03-08Created from EPrint's last_modified field