Dynamic locomotion for passive-ankle biped robots and humanoids using whole-body locomotion control

被引:71
|
作者
Kim, Donghyun [1 ]
Jorgensen, Steven Jens [2 ]
Lee, Jaemin [2 ]
Ahn, Junhyeok [2 ]
Luo, Jianwen [3 ]
Sentis, Luis [2 ]
机构
[1] MIT, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[2] Univ Texas Austin, 2617 Wichita St, Austin, TX 78712 USA
[3] Stanford Univ, Robot Lab, Palo Alto, CA 94304 USA
来源
基金
美国国家科学基金会;
关键词
Legged robots; dynamic locomotion; humanoid robots;
D O I
10.1177/0278364920918014
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
Whole-body control (WBC) is a generic task-oriented control method for feedback control of loco-manipulation behaviors in humanoid robots. The combination of WBC and model-based walking controllers has been widely utilized in various humanoid robots. However, to date, the WBC method has not been employed for unsupported passive-ankle dynamic locomotion. As such, in this article, we devise a new WBC, dubbed the whole-body locomotion controller (WBLC), that can achieve experimental dynamic walking on unsupported passive-ankle biped robots. A key aspect of WBLC is the relaxation of contact constraints such that the control commands produce reduced jerk when switching foot contacts. To achieve robust dynamic locomotion, we conduct an in-depth analysis of uncertainty for our dynamic walking algorithm called the time-to-velocity-reversal (TVR) planner. The uncertainty study is fundamental as it allows us to improve the control algorithms and mechanical structure of our robot to fulfill the tolerated uncertainty. In addition, we conduct extensive experimentation for: (1) unsupported dynamic balancing (i.e., in-place stepping) with a six-degree-of-freedom biped, Mercury; (2) unsupported directional walking with Mercury; (3) walking over an irregular and slippery terrain with Mercury; and 4) in-place walking with our newly designed ten-DoF viscoelastic liquid-cooled biped, DRACO. Overall, the main contributions of this work are on: (a) achieving various modalities of unsupported dynamic locomotion of passive-ankle bipeds using a WBLC controller and a TVR planner; (b) conducting an uncertainty analysis to improve the mechanical structure and the controllers of Mercury; and (c) devising a whole-body control strategy that reduces movement jerk during walking.
引用
收藏
页码:936 / 956
页数:21
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