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Attitude Stabilization Control of Autonomous Underwater Vehicle Based on Decoupling Algorithm and PSO-ADRC
Autonomous Underwater Vehicle are widely used in industries, such as marine resource exploitation and fish farming, but they are often subject to a large amount of interference which cause poor control stability, while performing their tasks. A decoupling control algorithm is proposed and A single c...
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/PMC8918931/ https://www.ncbi.nlm.nih.gov/pubmed/35295652 http://dx.doi.org/10.3389/fbioe.2022.843020 |
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author | Wu, Xiong Jiang, Du Yun, Juntong Liu, Xin Sun, Ying Tao, Bo Tong, Xiliang Xu, Manman Kong, Jianyi Liu, Ying Zhao, Guojun Fang, Zifan |
author_facet | Wu, Xiong Jiang, Du Yun, Juntong Liu, Xin Sun, Ying Tao, Bo Tong, Xiliang Xu, Manman Kong, Jianyi Liu, Ying Zhao, Guojun Fang, Zifan |
author_sort | Wu, Xiong |
collection | PubMed |
description | Autonomous Underwater Vehicle are widely used in industries, such as marine resource exploitation and fish farming, but they are often subject to a large amount of interference which cause poor control stability, while performing their tasks. A decoupling control algorithm is proposed and A single control volume–single attitude angle model is constructed for the problem of severe coupling in the control system of attitude of six degrees of freedom Autonomous Underwater Vehicle. Aiming at the problem of complex Active Disturbance Rejection Control (ADRC) adjustment relying on manual experience, the PSO-ADRC algorithm is proposed to realize the automatic adjustment of its parameters, which improves the anti-interference ability and control accuracy of Autonomous Underwater Vehicle in dynamic environment. The anti-interference ability and control accuracy of the method were verified through experiments. |
format | Online Article Text |
id | pubmed-8918931 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89189312022-03-15 Attitude Stabilization Control of Autonomous Underwater Vehicle Based on Decoupling Algorithm and PSO-ADRC Wu, Xiong Jiang, Du Yun, Juntong Liu, Xin Sun, Ying Tao, Bo Tong, Xiliang Xu, Manman Kong, Jianyi Liu, Ying Zhao, Guojun Fang, Zifan Front Bioeng Biotechnol Bioengineering and Biotechnology Autonomous Underwater Vehicle are widely used in industries, such as marine resource exploitation and fish farming, but they are often subject to a large amount of interference which cause poor control stability, while performing their tasks. A decoupling control algorithm is proposed and A single control volume–single attitude angle model is constructed for the problem of severe coupling in the control system of attitude of six degrees of freedom Autonomous Underwater Vehicle. Aiming at the problem of complex Active Disturbance Rejection Control (ADRC) adjustment relying on manual experience, the PSO-ADRC algorithm is proposed to realize the automatic adjustment of its parameters, which improves the anti-interference ability and control accuracy of Autonomous Underwater Vehicle in dynamic environment. The anti-interference ability and control accuracy of the method were verified through experiments. Frontiers Media S.A. 2022-02-28 /pmc/articles/PMC8918931/ /pubmed/35295652 http://dx.doi.org/10.3389/fbioe.2022.843020 Text en Copyright © 2022 Wu, Jiang, Yun, Liu, Sun, Tao, Tong, Xu, Kong, Liu, Zhao and Fang. 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 | Bioengineering and Biotechnology Wu, Xiong Jiang, Du Yun, Juntong Liu, Xin Sun, Ying Tao, Bo Tong, Xiliang Xu, Manman Kong, Jianyi Liu, Ying Zhao, Guojun Fang, Zifan Attitude Stabilization Control of Autonomous Underwater Vehicle Based on Decoupling Algorithm and PSO-ADRC |
title | Attitude Stabilization Control of Autonomous Underwater Vehicle Based on Decoupling Algorithm and PSO-ADRC |
title_full | Attitude Stabilization Control of Autonomous Underwater Vehicle Based on Decoupling Algorithm and PSO-ADRC |
title_fullStr | Attitude Stabilization Control of Autonomous Underwater Vehicle Based on Decoupling Algorithm and PSO-ADRC |
title_full_unstemmed | Attitude Stabilization Control of Autonomous Underwater Vehicle Based on Decoupling Algorithm and PSO-ADRC |
title_short | Attitude Stabilization Control of Autonomous Underwater Vehicle Based on Decoupling Algorithm and PSO-ADRC |
title_sort | attitude stabilization control of autonomous underwater vehicle based on decoupling algorithm and pso-adrc |
topic | Bioengineering and Biotechnology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8918931/ https://www.ncbi.nlm.nih.gov/pubmed/35295652 http://dx.doi.org/10.3389/fbioe.2022.843020 |
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