Formation Control and Obstacle Avoidance Algorithm of a Multi-USV System Based on Virtual Structure and Artificial Potential Field

This paper proposes a formation generation algorithm and formation obstacle avoidance strategy for multiple unmanned surface vehicles (USVs). The proposed formation generation algorithm implements an approach combining a virtual structure and artificial potential field (VSAPF), which provides a high...

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Main Authors: Xun Yan, Dapeng Jiang, Runlong Miao, Yulong Li
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Journal of Marine Science and Engineering
Subjects:
Online Access:https://www.mdpi.com/2077-1312/9/2/161
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spelling doaj-c80987ad248d417d9b88ac9c756130bf2021-04-02T21:07:35ZengMDPI AGJournal of Marine Science and Engineering2077-13122021-02-01916116110.3390/jmse9020161Formation Control and Obstacle Avoidance Algorithm of a Multi-USV System Based on Virtual Structure and Artificial Potential FieldXun Yan0Dapeng Jiang1Runlong Miao2Yulong Li3School of Marine Engineering and Technology, Sun Yat-sen University, Zhuhai 519082, ChinaSchool of Marine Engineering and Technology, Sun Yat-sen University, Zhuhai 519082, ChinaScience and Technology on Underwater Vehicle Laboratory, Harbin Engineering University, Harbin 150001, ChinaSouthern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhuhai 519000, ChinaThis paper proposes a formation generation algorithm and formation obstacle avoidance strategy for multiple unmanned surface vehicles (USVs). The proposed formation generation algorithm implements an approach combining a virtual structure and artificial potential field (VSAPF), which provides a high accuracy of formation shape keeping and flexibility of formation shape change. To solve the obstacle avoidance problem of the multi-USV system, an improved dynamic window approach is applied to the formation reference point, which considers the movement ability of the USV. By applying this method, the USV formation can avoid obstacles while maintaining its shape. The combination of the virtual structure and artificial potential field has the advantage of less calculations, so that it can ensure the real-time performance of the algorithm and convenience for deployment on an actual USV. Various simulation results for a group of USVs are provided to demonstrate the effectiveness of the proposed algorithms.https://www.mdpi.com/2077-1312/9/2/161formation controlobstacle avoidancedynamic window approachmulti-USV system
collection DOAJ
language English
format Article
sources DOAJ
author Xun Yan
Dapeng Jiang
Runlong Miao
Yulong Li
spellingShingle Xun Yan
Dapeng Jiang
Runlong Miao
Yulong Li
Formation Control and Obstacle Avoidance Algorithm of a Multi-USV System Based on Virtual Structure and Artificial Potential Field
Journal of Marine Science and Engineering
formation control
obstacle avoidance
dynamic window approach
multi-USV system
author_facet Xun Yan
Dapeng Jiang
Runlong Miao
Yulong Li
author_sort Xun Yan
title Formation Control and Obstacle Avoidance Algorithm of a Multi-USV System Based on Virtual Structure and Artificial Potential Field
title_short Formation Control and Obstacle Avoidance Algorithm of a Multi-USV System Based on Virtual Structure and Artificial Potential Field
title_full Formation Control and Obstacle Avoidance Algorithm of a Multi-USV System Based on Virtual Structure and Artificial Potential Field
title_fullStr Formation Control and Obstacle Avoidance Algorithm of a Multi-USV System Based on Virtual Structure and Artificial Potential Field
title_full_unstemmed Formation Control and Obstacle Avoidance Algorithm of a Multi-USV System Based on Virtual Structure and Artificial Potential Field
title_sort formation control and obstacle avoidance algorithm of a multi-usv system based on virtual structure and artificial potential field
publisher MDPI AG
series Journal of Marine Science and Engineering
issn 2077-1312
publishDate 2021-02-01
description This paper proposes a formation generation algorithm and formation obstacle avoidance strategy for multiple unmanned surface vehicles (USVs). The proposed formation generation algorithm implements an approach combining a virtual structure and artificial potential field (VSAPF), which provides a high accuracy of formation shape keeping and flexibility of formation shape change. To solve the obstacle avoidance problem of the multi-USV system, an improved dynamic window approach is applied to the formation reference point, which considers the movement ability of the USV. By applying this method, the USV formation can avoid obstacles while maintaining its shape. The combination of the virtual structure and artificial potential field has the advantage of less calculations, so that it can ensure the real-time performance of the algorithm and convenience for deployment on an actual USV. Various simulation results for a group of USVs are provided to demonstrate the effectiveness of the proposed algorithms.
topic formation control
obstacle avoidance
dynamic window approach
multi-USV system
url https://www.mdpi.com/2077-1312/9/2/161
work_keys_str_mv AT xunyan formationcontrolandobstacleavoidancealgorithmofamultiusvsystembasedonvirtualstructureandartificialpotentialfield
AT dapengjiang formationcontrolandobstacleavoidancealgorithmofamultiusvsystembasedonvirtualstructureandartificialpotentialfield
AT runlongmiao formationcontrolandobstacleavoidancealgorithmofamultiusvsystembasedonvirtualstructureandartificialpotentialfield
AT yulongli formationcontrolandobstacleavoidancealgorithmofamultiusvsystembasedonvirtualstructureandartificialpotentialfield
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