UAV Path Planning Based on Shuffled Frog-Leaping Algorithm and Dubins Path

Xinfang Li, Yangwang Fang, Wenxing Fu

科研成果: 书/报告/会议事项章节会议稿件同行评审

8 引用 (Scopus)

摘要

In this paper, a novel path planning algorithm for the fixed-wing UAV based on shuffled frog-leaping algorithm(SFLA) and Dubins path is proposed. First, the Dubins path planning is transformed into a discrete combinatorial optimization problem. Then the SFLA is used to search the optimal Dubins path, so that the generated flight path directly satisfies the minimum turning radius constraint of UAV. In order to perfectly combine the SFLA and the Dubins path, a novel coding method and the worst frog update strategy are presented. Finally, the simulation results prove that the algorithm is effective for path planning of single UAV and multiple UAVs.

源语言英语
主期刊名Proceedings of the 39th Chinese Control Conference, CCC 2020
编辑Jun Fu, Jian Sun
出版商IEEE Computer Society
3990-3995
页数6
ISBN(电子版)9789881563903
DOI
出版状态已出版 - 7月 2020
活动39th Chinese Control Conference, CCC 2020 - Shenyang, 中国
期限: 27 7月 202029 7月 2020

出版系列

姓名Chinese Control Conference, CCC
2020-July
ISSN(印刷版)1934-1768
ISSN(电子版)2161-2927

会议

会议39th Chinese Control Conference, CCC 2020
国家/地区中国
Shenyang
时期27/07/2029/07/20

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