Autonomous Underwater Robot Fuzzy Motion Control System with Parametric Uncertainties

The paper describes the design of a fuzzy motion control system of an autonomous underwater vehicle. A mathematical model of the underwater vehicle is synthesized. A fuzzy regulator for controlling the depth of immersion autonomous underwater vehicle is designed. The quality of control for step cont...

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Bibliographic Details
Main Authors: Anton Zhilenkov, Sergei Chernyi, Andrey Firsov
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Designs
Subjects:
AUV
Online Access:https://www.mdpi.com/2411-9660/5/1/24
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spelling doaj-1d84c4e7d05944b280142e7071c645e22021-03-24T00:03:04ZengMDPI AGDesigns2411-96602021-03-015242410.3390/designs5010024Autonomous Underwater Robot Fuzzy Motion Control System with Parametric UncertaintiesAnton Zhilenkov0Sergei Chernyi1Andrey Firsov2Department of Cyber-Physical Systems, St. Petersburg State Marine Technical University, 190121 Saint-Petersburg, RussiaDepartment of Cyber-Physical Systems, St. Petersburg State Marine Technical University, 190121 Saint-Petersburg, RussiaGraduate School of Cyber-Physical Systems and Control, Peter the Great St. Petersburg Polytechnic University, 194064 Saint-Petersburg, RussiaThe paper describes the design of a fuzzy motion control system of an autonomous underwater vehicle. A mathematical model of the underwater vehicle is synthesized. A fuzzy regulator for controlling the depth of immersion autonomous underwater vehicle is designed. The quality of control for step control, harmonic control, as well as various types of exogenous disturbances, is investigated. The comparison of the functioning quality of the designed fuzzy controller with the proportional–derivative controller is made. It is shown that the designed fuzzy controller provides a higher quality of control compared to the proportional–derivative controller. The proposed fuzzy controller provides high-quality control of the plant under uncertainties.https://www.mdpi.com/2411-9660/5/1/24roboticsunderwatercontrolAUVmaritime
collection DOAJ
language English
format Article
sources DOAJ
author Anton Zhilenkov
Sergei Chernyi
Andrey Firsov
spellingShingle Anton Zhilenkov
Sergei Chernyi
Andrey Firsov
Autonomous Underwater Robot Fuzzy Motion Control System with Parametric Uncertainties
Designs
robotics
underwater
control
AUV
maritime
author_facet Anton Zhilenkov
Sergei Chernyi
Andrey Firsov
author_sort Anton Zhilenkov
title Autonomous Underwater Robot Fuzzy Motion Control System with Parametric Uncertainties
title_short Autonomous Underwater Robot Fuzzy Motion Control System with Parametric Uncertainties
title_full Autonomous Underwater Robot Fuzzy Motion Control System with Parametric Uncertainties
title_fullStr Autonomous Underwater Robot Fuzzy Motion Control System with Parametric Uncertainties
title_full_unstemmed Autonomous Underwater Robot Fuzzy Motion Control System with Parametric Uncertainties
title_sort autonomous underwater robot fuzzy motion control system with parametric uncertainties
publisher MDPI AG
series Designs
issn 2411-9660
publishDate 2021-03-01
description The paper describes the design of a fuzzy motion control system of an autonomous underwater vehicle. A mathematical model of the underwater vehicle is synthesized. A fuzzy regulator for controlling the depth of immersion autonomous underwater vehicle is designed. The quality of control for step control, harmonic control, as well as various types of exogenous disturbances, is investigated. The comparison of the functioning quality of the designed fuzzy controller with the proportional–derivative controller is made. It is shown that the designed fuzzy controller provides a higher quality of control compared to the proportional–derivative controller. The proposed fuzzy controller provides high-quality control of the plant under uncertainties.
topic robotics
underwater
control
AUV
maritime
url https://www.mdpi.com/2411-9660/5/1/24
work_keys_str_mv AT antonzhilenkov autonomousunderwaterrobotfuzzymotioncontrolsystemwithparametricuncertainties
AT sergeichernyi autonomousunderwaterrobotfuzzymotioncontrolsystemwithparametricuncertainties
AT andreyfirsov autonomousunderwaterrobotfuzzymotioncontrolsystemwithparametricuncertainties
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