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Design of Synchronization Tracking Adaptive Control for Bilateral Teleoperation System with Time-Varying Delays

The performances of position synchronization and force interaction of the teleoperation system provide a safe and efficient way for operators to perform tasks in remote, hazardous environments. In practice, however, communication delays and dynamic uncertainties can impair the performance of positio...

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Detalles Bibliográficos
Autores principales: Chen, Kesong, Zhang, Haochen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9610840/
https://www.ncbi.nlm.nih.gov/pubmed/36298149
http://dx.doi.org/10.3390/s22207798
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author Chen, Kesong
Zhang, Haochen
author_facet Chen, Kesong
Zhang, Haochen
author_sort Chen, Kesong
collection PubMed
description The performances of position synchronization and force interaction of the teleoperation system provide a safe and efficient way for operators to perform tasks in remote, hazardous environments. In practice, however, communication delays and dynamic uncertainties can impair the performance of position synchronization controls. Under the above factors, it is necessary to study and design appropriate bilateral control methods to achieve stable and effective position synchronization control. In this paper, a new adaptive control architecture based on velocity feedback filter and radial basis function neural network is proposed. In the proposed control scheme, only the position signal is transmitted during the communication process, and the speed feedback filter and compensation method are designed and adopted to avoid the use of acceleration signals. In addition, a new auxiliary variable with a tracking error integral term is used to reduce the steady-state error of position tracking under nonzero external environmental forces. Using the Lyapunov–Krasovskii method, the stability of closed-loop remote operating systems is demonstrated. In the simulation and experiment sections, the algorithm was verified separately and compared with other algorithms. The results of a master–slave robot system verify the tracking performance of our proposed control scheme.
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spelling pubmed-96108402022-10-28 Design of Synchronization Tracking Adaptive Control for Bilateral Teleoperation System with Time-Varying Delays Chen, Kesong Zhang, Haochen Sensors (Basel) Article The performances of position synchronization and force interaction of the teleoperation system provide a safe and efficient way for operators to perform tasks in remote, hazardous environments. In practice, however, communication delays and dynamic uncertainties can impair the performance of position synchronization controls. Under the above factors, it is necessary to study and design appropriate bilateral control methods to achieve stable and effective position synchronization control. In this paper, a new adaptive control architecture based on velocity feedback filter and radial basis function neural network is proposed. In the proposed control scheme, only the position signal is transmitted during the communication process, and the speed feedback filter and compensation method are designed and adopted to avoid the use of acceleration signals. In addition, a new auxiliary variable with a tracking error integral term is used to reduce the steady-state error of position tracking under nonzero external environmental forces. Using the Lyapunov–Krasovskii method, the stability of closed-loop remote operating systems is demonstrated. In the simulation and experiment sections, the algorithm was verified separately and compared with other algorithms. The results of a master–slave robot system verify the tracking performance of our proposed control scheme. MDPI 2022-10-14 /pmc/articles/PMC9610840/ /pubmed/36298149 http://dx.doi.org/10.3390/s22207798 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Chen, Kesong
Zhang, Haochen
Design of Synchronization Tracking Adaptive Control for Bilateral Teleoperation System with Time-Varying Delays
title Design of Synchronization Tracking Adaptive Control for Bilateral Teleoperation System with Time-Varying Delays
title_full Design of Synchronization Tracking Adaptive Control for Bilateral Teleoperation System with Time-Varying Delays
title_fullStr Design of Synchronization Tracking Adaptive Control for Bilateral Teleoperation System with Time-Varying Delays
title_full_unstemmed Design of Synchronization Tracking Adaptive Control for Bilateral Teleoperation System with Time-Varying Delays
title_short Design of Synchronization Tracking Adaptive Control for Bilateral Teleoperation System with Time-Varying Delays
title_sort design of synchronization tracking adaptive control for bilateral teleoperation system with time-varying delays
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9610840/
https://www.ncbi.nlm.nih.gov/pubmed/36298149
http://dx.doi.org/10.3390/s22207798
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