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Cooperative Obstacle Avoidance for Multiple UAVs Using Spline_VO Method
In order to solve multiple unmanned aerial vehicle (UAV) dynamic collision avoidance, a cooperative obstacle avoidance algorithm considering UAV’s kinematic constraints has been developed. In the proposed algorithm, the useful information of UAVs is screened out by a Heartbeat information filtering...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8914775/ https://www.ncbi.nlm.nih.gov/pubmed/35271094 http://dx.doi.org/10.3390/s22051947 |
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author | Peng, Mingzhu Meng, Wei |
author_facet | Peng, Mingzhu Meng, Wei |
author_sort | Peng, Mingzhu |
collection | PubMed |
description | In order to solve multiple unmanned aerial vehicle (UAV) dynamic collision avoidance, a cooperative obstacle avoidance algorithm considering UAV’s kinematic constraints has been developed. In the proposed algorithm, the useful information of UAVs is screened out by a Heartbeat information filtering mechanism and fused by the user datagram protocol (UDP) communication method, which improves communication performance among UAVs. In addition, the velocity obstacle (VO) method combined with cubic uniform B-spline curve is used to avoid obstacles and generate smooth paths, which can be applied to practical scenes. Finally, dynamic and static obstacle avoidance simulations are carried out to verify the effectiveness of the proposed algorithm. |
format | Online Article Text |
id | pubmed-8914775 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-89147752022-03-12 Cooperative Obstacle Avoidance for Multiple UAVs Using Spline_VO Method Peng, Mingzhu Meng, Wei Sensors (Basel) Article In order to solve multiple unmanned aerial vehicle (UAV) dynamic collision avoidance, a cooperative obstacle avoidance algorithm considering UAV’s kinematic constraints has been developed. In the proposed algorithm, the useful information of UAVs is screened out by a Heartbeat information filtering mechanism and fused by the user datagram protocol (UDP) communication method, which improves communication performance among UAVs. In addition, the velocity obstacle (VO) method combined with cubic uniform B-spline curve is used to avoid obstacles and generate smooth paths, which can be applied to practical scenes. Finally, dynamic and static obstacle avoidance simulations are carried out to verify the effectiveness of the proposed algorithm. MDPI 2022-03-02 /pmc/articles/PMC8914775/ /pubmed/35271094 http://dx.doi.org/10.3390/s22051947 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Peng, Mingzhu Meng, Wei Cooperative Obstacle Avoidance for Multiple UAVs Using Spline_VO Method |
title | Cooperative Obstacle Avoidance for Multiple UAVs Using Spline_VO Method |
title_full | Cooperative Obstacle Avoidance for Multiple UAVs Using Spline_VO Method |
title_fullStr | Cooperative Obstacle Avoidance for Multiple UAVs Using Spline_VO Method |
title_full_unstemmed | Cooperative Obstacle Avoidance for Multiple UAVs Using Spline_VO Method |
title_short | Cooperative Obstacle Avoidance for Multiple UAVs Using Spline_VO Method |
title_sort | cooperative obstacle avoidance for multiple uavs using spline_vo method |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8914775/ https://www.ncbi.nlm.nih.gov/pubmed/35271094 http://dx.doi.org/10.3390/s22051947 |
work_keys_str_mv | AT pengmingzhu cooperativeobstacleavoidanceformultipleuavsusingsplinevomethod AT mengwei cooperativeobstacleavoidanceformultipleuavsusingsplinevomethod |