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Control of Time Delay Force Feedback Teleoperation System With Finite Time Convergence
In order to make the teleoperation system more practical, it is necessary to effectively control the tracking error convergence time of the teleoperation system. By combining the terminal sliding mode control method with the neural network adaptive control method, a bilateral continuous finite time...
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/PMC9120597/ https://www.ncbi.nlm.nih.gov/pubmed/35599666 http://dx.doi.org/10.3389/fnbot.2022.877069 |
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author | Wang, Jingwen Tian, Jiawei Zhang, Xia Yang, Bo Liu, Shan Yin, Lirong Zheng, Wenfeng |
author_facet | Wang, Jingwen Tian, Jiawei Zhang, Xia Yang, Bo Liu, Shan Yin, Lirong Zheng, Wenfeng |
author_sort | Wang, Jingwen |
collection | PubMed |
description | In order to make the teleoperation system more practical, it is necessary to effectively control the tracking error convergence time of the teleoperation system. By combining the terminal sliding mode control method with the neural network adaptive control method, a bilateral continuous finite time adaptive terminal sliding mode control method is designed for the combined teleoperation system. The Lyapunov theory is used to analyze the stability of the closed-loop system, and the position tracking error is able to effectively converge in time. Finally, the effectiveness of the proposed control scheme is verified by MATLAB Simulink numerical simulation, and the numerical analysis of the results shows that the method has better system performance. Compared with the traditional two-sided control method (TPDC) of PD time-delay teleoperation system, the control method in this paper has good performance, improves stability, and makes steady-state errors smaller and better tracking. |
format | Online Article Text |
id | pubmed-9120597 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-91205972022-05-21 Control of Time Delay Force Feedback Teleoperation System With Finite Time Convergence Wang, Jingwen Tian, Jiawei Zhang, Xia Yang, Bo Liu, Shan Yin, Lirong Zheng, Wenfeng Front Neurorobot Neuroscience In order to make the teleoperation system more practical, it is necessary to effectively control the tracking error convergence time of the teleoperation system. By combining the terminal sliding mode control method with the neural network adaptive control method, a bilateral continuous finite time adaptive terminal sliding mode control method is designed for the combined teleoperation system. The Lyapunov theory is used to analyze the stability of the closed-loop system, and the position tracking error is able to effectively converge in time. Finally, the effectiveness of the proposed control scheme is verified by MATLAB Simulink numerical simulation, and the numerical analysis of the results shows that the method has better system performance. Compared with the traditional two-sided control method (TPDC) of PD time-delay teleoperation system, the control method in this paper has good performance, improves stability, and makes steady-state errors smaller and better tracking. Frontiers Media S.A. 2022-05-06 /pmc/articles/PMC9120597/ /pubmed/35599666 http://dx.doi.org/10.3389/fnbot.2022.877069 Text en Copyright © 2022 Wang, Tian, Zhang, Yang, Liu, Yin and Zheng. 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 Wang, Jingwen Tian, Jiawei Zhang, Xia Yang, Bo Liu, Shan Yin, Lirong Zheng, Wenfeng Control of Time Delay Force Feedback Teleoperation System With Finite Time Convergence |
title | Control of Time Delay Force Feedback Teleoperation System With Finite Time Convergence |
title_full | Control of Time Delay Force Feedback Teleoperation System With Finite Time Convergence |
title_fullStr | Control of Time Delay Force Feedback Teleoperation System With Finite Time Convergence |
title_full_unstemmed | Control of Time Delay Force Feedback Teleoperation System With Finite Time Convergence |
title_short | Control of Time Delay Force Feedback Teleoperation System With Finite Time Convergence |
title_sort | control of time delay force feedback teleoperation system with finite time convergence |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9120597/ https://www.ncbi.nlm.nih.gov/pubmed/35599666 http://dx.doi.org/10.3389/fnbot.2022.877069 |
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