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An Adaptive Time-Varying Impedance Controller for Manipulators
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 e...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8971993/ https://www.ncbi.nlm.nih.gov/pubmed/35370593 http://dx.doi.org/10.3389/fnbot.2022.789842 |
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author | Liang, Xu Su, Tingting Zhang, Zhonghai Zhang, Jie Liu, Shengda Zhao, Quanliang Yuan, Junjie Huang, Can Zhao, Lei He, Guangping |
author_facet | Liang, Xu Su, Tingting Zhang, Zhonghai Zhang, Jie Liu, Shengda Zhao, Quanliang Yuan, Junjie Huang, Can Zhao, Lei He, Guangping |
author_sort | Liang, Xu |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-8971993 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89719932022-04-02 An Adaptive Time-Varying Impedance Controller for Manipulators Liang, Xu Su, Tingting Zhang, Zhonghai Zhang, Jie Liu, Shengda Zhao, Quanliang Yuan, Junjie Huang, Can Zhao, Lei He, Guangping Front Neurorobot Neuroscience 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. Frontiers Media S.A. 2022-03-18 /pmc/articles/PMC8971993/ /pubmed/35370593 http://dx.doi.org/10.3389/fnbot.2022.789842 Text en Copyright © 2022 Liang, Su, Zhang, Zhang, Liu, Zhao, Yuan, Huang, Zhao and He. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Liang, Xu Su, Tingting Zhang, Zhonghai Zhang, Jie Liu, Shengda Zhao, Quanliang Yuan, Junjie Huang, Can Zhao, Lei He, Guangping An Adaptive Time-Varying Impedance Controller for Manipulators |
title | An Adaptive Time-Varying Impedance Controller for Manipulators |
title_full | An Adaptive Time-Varying Impedance Controller for Manipulators |
title_fullStr | An Adaptive Time-Varying Impedance Controller for Manipulators |
title_full_unstemmed | An Adaptive Time-Varying Impedance Controller for Manipulators |
title_short | An Adaptive Time-Varying Impedance Controller for Manipulators |
title_sort | adaptive time-varying impedance controller for manipulators |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8971993/ https://www.ncbi.nlm.nih.gov/pubmed/35370593 http://dx.doi.org/10.3389/fnbot.2022.789842 |
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