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
相关论文
共 50 条
  • [21] Event-based neural learning for quadrotor control
    Carvalho, Esteban
    Susbielle, Pierre
    Marchand, Nicolas
    Hably, Ahmad
    Dibangoye, Jilles S.
    AUTONOMOUS ROBOTS, 2023, 47 (08) : 1213 - 1228
  • [22] Stabilizing and Direction Control of Efficient 3-D Biped Walking Based on PDAC
    Aoyama, Tadayoshi
    Hasegawa, Yasuhisa
    Sekiyama, Kosuke
    Fukuda, Toshio
    IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2009, 14 (06) : 712 - 718
  • [23] Experimental study of event-based neural network control on parallel manipulator
    Jiang, Naijing
    Zhang, Shu
    Guo, Dingxu
    Zhang, Dan
    Xu, Jian
    MECHATRONICS, 2021, 75
  • [24] Force Feedback Event Triggering-Based Tracking Control for Wheeled Mobile Robots
    Li, Shu
    Ren, Tao
    Liu, Yan-Jun
    Liu, Lei
    Wan, Feng
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2025, 22 : 7205 - 7215
  • [25] A Control Framework for Anthropomorphic Biped Walking Based on Stabilizing Feedforward Trajectories
    Rezazadeh, Siavash
    Gregg, Robert D.
    PROCEEDINGS OF THE ASME 9TH ANNUAL DYNAMIC SYSTEMS AND CONTROL CONFERENCE, 2016, VOL 1, 2017,
  • [26] Event-Based Communication and Control for Task-Space Consensus of Networked Euler-Lagrange Systems
    Van-Tam Ngo
    Liu, Yen-Chen
    IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2021, 8 (02): : 555 - 565
  • [27] Event-Based Deep Reinforcement Learning for Quantum Control
    Yu, Haixu
    Zhao, Xudong
    IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2024, 8 (01): : 548 - 562
  • [28] Event-based predictive control of pH in tubular photobioreactors
    Pawlowski, A.
    Fernandez, I.
    Guzman, J. L.
    Berenguel, M.
    Acien, F. G.
    Normey-Rico, J. E.
    COMPUTERS & CHEMICAL ENGINEERING, 2014, 65 : 28 - 39
  • [29] A secure event-based quantized networked control system
    Xiang, Biao
    Liu, Xia
    Chen, Yong
    TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2023, 45 (07) : 1382 - 1394
  • [30] Event-Based Robust Synchronization of Boolean Control Networks
    Ouyang, Chen
    Li, Lulu
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2020, 67 (10) : 1969 - 1973