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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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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. |
format | Online Article Text |
id | pubmed-9213531 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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