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

Zhengguo Zhu, Guoteng Zhang, Zhongkai Sun, Teng Chen, Xuewen Rong, Anhuan Xie, Yibin Li

发表年份
2023
引用次数
15

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.

关键词

EstimatorControl theory (sociology)Computer scienceDisturbance (geology)Controller (irrigation)RobotNoise (video)ProprioceptionControl (management)Artificial intelligence

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