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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...

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Autores principales: Wu, Xiong, Jiang, Du, Yun, Juntong, Liu, Xin, Sun, Ying, Tao, Bo, Tong, Xiliang, Xu, Manman, Kong, Jianyi, Liu, Ying, Zhao, Guojun, Fang, Zifan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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.
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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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