An Adaptive Time-Varying Impedance Controller for Manipulators

被引:5
|
作者
Liang, Xu [1 ,2 ]
Su, Tingting [1 ]
Zhang, Zhonghai [3 ]
Zhang, Jie [1 ]
Liu, Shengda [2 ]
Zhao, Quanliang [1 ]
Yuan, Junjie [1 ]
Huang, Can [1 ]
Zhao, Lei [1 ]
He, Guangping [1 ]
机构
[1] North China Univ Technol, Dept Mech & Elect Engn, Beijing, Peoples R China
[2] Chinese Acad Sci, Inst Automation, State Key Lab Management & Control Complex Syst, Beijing, Peoples R China
[3] Beijing Aerosp Measurement & Control Technol Co L, Beijing, Peoples R China
基金
中国博士后科学基金; 国家重点研发计划;
关键词
adaptive; intelligent control; time-varying; human-robot interaction; MRAC; TRACKING CONTROL; SYSTEMS; MODEL;
D O I
10.3389/fnbot.2022.789842
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Aiming at the situation that the structural parameters of the general manipulators are uncertain, a time-varying impedance controller based on model reference adaptive control (MRAC) is proposed in this article. The proposed controller does not need to use acceleration-based feedback or to measure external loads and can tolerate considerable structure parameter errors. The global uniform asymptotic stability of the time-varying closed-loop system is analyzed, and a selection approach for control parameters is presented. It is demonstrated that, by using the proposed control parameter selection approach, the closed-loop system under the adaptive controller is equivalent to an existing result. The feasibility of the presented controller for the general manipulators is demonstrated by some numerical simulations.
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页数:10
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