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Full-state time-varying asymmetric constraint control for non-strict feedback nonlinear systems based on dynamic surface method

We investigate the tracking control problem for a non-strict feedback nonlinear system with external disturbance and time-varying asymmetric full state constraints. Firstly, the unknown nonlinear term with external disturbance in the system are estimated by fuzzy logic system. The backstepping metho...

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Autores principales: Yang, Zhongjun, Dong, Chuyan, Zhang, Xinyu, Wang, Guogang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9213531/
https://www.ncbi.nlm.nih.gov/pubmed/35729227
http://dx.doi.org/10.1038/s41598-022-14088-y
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author Yang, Zhongjun
Dong, Chuyan
Zhang, Xinyu
Wang, Guogang
author_facet Yang, Zhongjun
Dong, Chuyan
Zhang, Xinyu
Wang, Guogang
author_sort Yang, Zhongjun
collection PubMed
description We investigate the tracking control problem for a non-strict feedback nonlinear system with external disturbance and time-varying asymmetric full state constraints. Firstly, the unknown nonlinear term with external disturbance in the system are estimated by fuzzy logic system. The backstepping method is applied to the design of adaptive fuzzy controller. However, to prevent that the constraints are overstepped by introducing an improved log-type time-varying asymmetric barrier Lyapunov function (TABLF) in each step of backstepping design. Secondly, the dynamic surface control (DSC) is introduced in the designed algorithm to solve the computational explosion problem of controller caused by the derivative of control law. The proposed control scheme can speed up the tracking speed of the system. Compared with the previous work, it is verified that the combination of DSC and TABLF can obtain good performance within the constraint range, and can ensure fast and stable tracking convergence under external disturbance. Finally, two simulation examples verify the performance of the adaptive controller.
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spelling pubmed-92135312022-06-23 Full-state time-varying asymmetric constraint control for non-strict feedback nonlinear systems based on dynamic surface method Yang, Zhongjun Dong, Chuyan Zhang, Xinyu Wang, Guogang Sci Rep Article We investigate the tracking control problem for a non-strict feedback nonlinear system with external disturbance and time-varying asymmetric full state constraints. Firstly, the unknown nonlinear term with external disturbance in the system are estimated by fuzzy logic system. The backstepping method is applied to the design of adaptive fuzzy controller. However, to prevent that the constraints are overstepped by introducing an improved log-type time-varying asymmetric barrier Lyapunov function (TABLF) in each step of backstepping design. Secondly, the dynamic surface control (DSC) is introduced in the designed algorithm to solve the computational explosion problem of controller caused by the derivative of control law. The proposed control scheme can speed up the tracking speed of the system. Compared with the previous work, it is verified that the combination of DSC and TABLF can obtain good performance within the constraint range, and can ensure fast and stable tracking convergence under external disturbance. Finally, two simulation examples verify the performance of the adaptive controller. Nature Publishing Group UK 2022-06-21 /pmc/articles/PMC9213531/ /pubmed/35729227 http://dx.doi.org/10.1038/s41598-022-14088-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Yang, Zhongjun
Dong, Chuyan
Zhang, Xinyu
Wang, Guogang
Full-state time-varying asymmetric constraint control for non-strict feedback nonlinear systems based on dynamic surface method
title Full-state time-varying asymmetric constraint control for non-strict feedback nonlinear systems based on dynamic surface method
title_full Full-state time-varying asymmetric constraint control for non-strict feedback nonlinear systems based on dynamic surface method
title_fullStr Full-state time-varying asymmetric constraint control for non-strict feedback nonlinear systems based on dynamic surface method
title_full_unstemmed Full-state time-varying asymmetric constraint control for non-strict feedback nonlinear systems based on dynamic surface method
title_short Full-state time-varying asymmetric constraint control for non-strict feedback nonlinear systems based on dynamic surface method
title_sort full-state time-varying asymmetric constraint control for non-strict feedback nonlinear systems based on dynamic surface method
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9213531/
https://www.ncbi.nlm.nih.gov/pubmed/35729227
http://dx.doi.org/10.1038/s41598-022-14088-y
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