Proprioceptive-Based Whole-Body Disturbance Rejection Control for Dynamic Motions in Legged Robots

被引:8
作者
Zhu, Zhengguo [1 ]
Zhang, Guoteng [1 ]
Sun, Zhongkai [1 ]
Chen, Teng [1 ]
Rong, Xuewen [1 ]
Xie, Anhuan [2 ]
Li, Yibin [1 ]
机构
[1] Shandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R China
[2] Intelligent Robot Res Ctr, Zhejiang Lab, Hangzhou 311121, Peoples R China
基金
中国国家自然科学基金;
关键词
Legged robots; disturbances estimation; whole-body control; LOCOMOTION;
D O I
10.1109/LRA.2023.3322081
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
This letter presents a control framework for legged robots that enables self-perception and resistance to external disturbances. First, a novel proprioceptive-based disturbance estimator is proposed. Compared with other disturbance estimators, this estimator possesses notable advantages in terms of filtering foot-ground interaction noise and suppressing the accumulation of estimation errors. Additionally, our estimator is a fully proprioceptive-based estimator, eliminating the need for any exteroceptive devices or observers. Second, we present a hierarchical optimized whole-body controller (WBC), which takes into account the full body dynamics, the actuation limits, the external disturbances, and the interactive constraints. Finally, extensive experimental trials conducted on the point-foot biped robot BRAVER validate the capabilities of the proposed estimator and controller under various disturbance conditions.
引用
收藏
页码:7703 / 7710
页数:8
相关论文
共 23 条
[1]   Synthesis of whole-body behaviors through hierarchical control of behavioral primitives [J].
SENTIS, LUIS ;
KHATIB, OUSSAMA .
International Journal of Humanoid Robotics, 2005, 2 (04) :505-518
[2]  
Bledt G, 2018, IEEE INT CONF ROBOT, P4399
[3]   Design and Control of a Novel Leg-Arm Multiplexing Mobile Operational Hexapod Robot [J].
Chen, Teng ;
Li, Yibin ;
Rong, Xuewen ;
Zhang, Guoteng ;
Chai, Hui ;
Bi, Jian ;
Wang, Qingsan .
IEEE ROBOTICS AND AUTOMATION LETTERS, 2022, 7 (01) :382-389
[4]  
Dafarra S, 2016, IEEE-RAS INT C HUMAN, P152, DOI 10.1109/HUMANOIDS.2016.7803271
[5]  
De Luca A, 2006, 2006 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-12, P1623
[6]  
De Luca A, 2012, P IEEE RAS-EMBS INT, P288, DOI 10.1109/BioRob.2012.6290917
[7]  
Englsberger J., 2016, Combining reduced dynamics models and whole-body control for agile humanoid locomotion
[8]  
Englsberger J, 2017, IEEE INT C INT ROBOT, P4560, DOI 10.1109/IROS.2017.8206324
[9]   Passive Whole-Body Control for Quadruped Robots: Experimental Validation Over Challenging Terrain [J].
Fahmi, Shamel ;
Mastalli, Carlos ;
Focchi, Michele ;
Semini, Claudio .
IEEE ROBOTICS AND AUTOMATION LETTERS, 2019, 4 (03) :2553-2560
[10]  
Focchi M, 2020, SPRINGER TRAC ADV RO, V132, P165, DOI 10.1007/978-3-030-22327-4_9