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Motion Planning for Fixed-Wing UAV Using Modified Dubins-RRT* Algorithm

  • Beijing Institute of Technology

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Motion planning is a pivotal area of research for intelligent mobile robots, including unmanned aerial vehicles (UAVs). This paper focuses on the motion planning problem for fixed-wing UAVs and proposes a modified Dubins-Rapidly-Exploring Random Tree*(MD-RRT*) algorithm. The algorithm refines the sampling function by eliminating random angle sampling. It also enlarges the safety radius to reduce the computational load of collision detection. Then, a proof for the reasonable boundary value of the enlarged safety radius is provided. Additionally, it outlines the applicability conditions of the proposed algorithm compared to the original Dubins-RRT* algorithm. Through simulations, it demonstrates that the proposed algorithm enhances the overall computational efficiency of the algorithm at the expense of certain sampling boundaries and achieves shorter average paths.

源语言英语
主期刊名Advances in Guidance, Navigation and Control - Proceedings of 2024 International Conference on Guidance, Navigation and Control Volume 11
编辑Liang Yan, Haibin Duan, Yimin Deng
出版商Springer Science and Business Media Deutschland GmbH
128-138
页数11
ISBN(印刷版)9789819622399
DOI
出版状态已出版 - 2025
活动International Conference on Guidance, Navigation and Control, ICGNC 2024 - Changsha, 中国
期限: 9 8月 202411 8月 2024

出版系列

姓名Lecture Notes in Electrical Engineering
1347 LNEE
ISSN(印刷版)1876-1100
ISSN(电子版)1876-1119

会议

会议International Conference on Guidance, Navigation and Control, ICGNC 2024
国家/地区中国
Changsha
时期9/08/2411/08/24

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