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歩行arXiv:2010.07451

動的歩行:俊敏で高効率な二足歩行ロボットに向けて

Dynamic Walking: Toward Agile and Efficient Bipedal Robots

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二足歩行ロボットの動的歩行を、数理モデル・最適化による歩容生成・実機制御の3つの観点から整理したレビュー論文。

著者: Jenna Reher, Aaron D. Ames

分類: cs.RO

原文アブストラクト

Dynamic walking on bipedal robots has evolved from an idea in science fiction to a practical reality. This is due to continued progress in three key areas: a mathematical understanding of locomotion, the computational ability to encode this mathematics through optimization, and the hardware capable of realizing this understanding in practice. In this context, this review article outlines the end-to-end process of methods which have proven effective in the literature for achieving dynamic walking on bipedal robots. We begin by introducing mathematical models of locomotion, from reduced order models that capture essential walking behaviors to hybrid dynamical systems that encode the full order continuous dynamics along with discrete footstrike dynamics. These models form the basis for gait generation via (nonlinear) optimization problems. Finally, models and their generated gaits merge in the context of real-time control, wherein walking behaviors are translated to hardware. The concepts presented are illustrated throughout in simulation, and experimental instantiation on multiple walking platforms are highlighted to demonstrate the ability to realize dynamic walking on bipedal robots that is agile and efficient.

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