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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...

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Detalles Bibliográficos
Autores principales: Wang, Jingwen, Tian, Jiawei, Zhang, Xia, Yang, Bo, Liu, Shan, Yin, Lirong, Zheng, Wenfeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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.
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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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