Toward Reactive Walking: Control of Biped Robots Exploiting an Event-Based FSM

被引:9
|
作者
Lee, Yisoo [1 ,2 ]
Lee, Hosang [2 ]
Lee, Jinoh [3 ]
Park, Jaeheung [2 ,4 ]
机构
[1] Korea Inst Sci & Technol, Ctr Intelligent & Interact Robot, Seoul 02792, South Korea
[2] Seoul Natl Univ, Grad Sch Convergence Sci & Technol, Seoul 16229, South Korea
[3] German Aerosp Ctr DLR, Inst Robot & Mechatron, D-82234 Wessling, Germany
[4] Adv Inst Convergence Technol, Seoul 16229, South Korea
基金
新加坡国家研究基金会;
关键词
Legged locomotion; Robots; Foot; Robot kinematics; Synchronization; Time factors; Task analysis; Humanoid and bipedal locomotion; humanoid robots; legged robots; robot walking; CAPTURABILITY-BASED ANALYSIS; LEGGED LOCOMOTION; MOTION GENERATION; BODY CONTROL; OPTIMIZATION; TORQUE; DYNAMICS; DESIGN;
D O I
10.1109/TRO.2021.3088062
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
Reactivity to unforeseen disturbances is one of the most crucial characteristics for biped robots to walk robustly in the real world. Nevertheless, conventional walking methods generally have limited capability for generating rapid reactions to disturbances, because in these methods it is necessary to wait until the end of the preplanned time period to proceed to the next phase. In this study, to improve reactivity, we develop an event-based finite-state machine (E-FSM) for walking pattern generation. Reactivity is enhanced by determining the state transition conditions of the E-FSM only with time-independent events based on the present robot state. Moreover, in the E-FSM, the robot can walk robustly even when the center of mass and the swing foot motion are disturbed, by employing the capture point concept combined with a new swing foot position constraint. Finally, we propose to control the walking robot by incorporating the E-FSM with an inverse dynamics-based motion/force controller to achieve compliant behavior. This can provide safe responses to external disturbances. The developed method is verified by experiments on a 12-degrees-of-freedom torque-controlled biped robot while it locomotes under irregular external disturbances applied to the upper body or swing leg.
引用
收藏
页码:683 / 698
页数:16
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