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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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 |
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