Adaptive Noise Rejection Strategy for Cooperative Motion Control of Dual-Arm Robots

被引:0
|
作者
Zhang, Xiyuan [1 ]
Yu, Yilin [1 ]
Cang, Naimeng [1 ]
Guo, Dongsheng [1 ]
Li, Shuai [2 ]
Zhang, Weidong [1 ,3 ]
Zheng, Jinrong [4 ]
机构
[1] Hainan Univ, Sch Informat & Commun Engn, Haikou 570228, Peoples R China
[2] Univ Oulu, Fac Informat Technol & Elect Engn, Oulu 90570, Finland
[3] Shanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
[4] Chinese Acad Sci, Inst Deep Sea Sci & Engn, Sanya 572000, Peoples R China
来源
IEEE ROBOTICS AND AUTOMATION LETTERS | 2025年 / 10卷 / 02期
基金
中国国家自然科学基金;
关键词
Robot kinematics; Noise; Motion control; Manipulators; Jacobian matrices; Harmonic analysis; Interference; Vectors; Mathematical models; Kinematics; Adaptive noise rejection; cooperative motion control; dual-arm robots; harmonic noise; relative Jacobian; MANIPULATION;
D O I
10.1109/LRA.2024.3512992
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
Dual-arm robots possess exceptional collaborative capabilities and versatility, demonstrating broad application prospects across various fields. As a significant research area for dual-arm robots, the requirements for coordinated motion control are gradually increasing. In practical applications, robots inevitably encounter noise interference, which can lead to suboptimal performance in coordinated motion control. In this letter, cooperative motion control of dual-arm robots in the presence of harmonic noise is investigated. On the basis of the relative Jacobian method, an adaptive noise rejection strategy is proposed for cooperative motion control of dual-arm robots perturbed by harmonic noise. Such a strategy incorporates a compensator, which can simulate and suppress interference from harmonic noise. Theoretical analysis indicates that the Cartesian error generated by the proposed strategy exhibits convergence. Simulation and experiment results under a dual-arm system consisting of two Panda robot manipulators further verify the noise resistance and applicability of the proposed strategy with the existence of harmonic noise.
引用
收藏
页码:868 / 874
页数:7
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