Coupling-Degree-Based Heuristic Prioritized Planning Method for UAV Swarm Path Generation

Hui Li, Teng Long, Guangtong Xu, Yangjie Wang

科研成果: 书/报告/会议事项章节会议稿件同行评审

12 引用 (Scopus)
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摘要

This paper presents the coupling-degree-based heuristic prioritized planning method (CDH-PP) to improve the efficiency and robustness of swarm path planning. The proposed method decouples the swarm path generation problem into a series of single-UAV path planning problems. And the couplingdegree-based priority heuristic generation criterion is tailored to determine the planning order of UAV swarms. The swarm coupling degree matrix is established to determine the coupling relations among UAV swarms based on the collision-detection algorithm. Anytime repairing sparse A∗algorithm (AR-SAS) is adopted to plan path for single-UAV considering obstacles and inter-UAV collisions. Simulation results show the proposed CDH-PP method can generate collision-free paths for UAV swarms. And the comparative studies with the random prioritized planning and distance-based heuristic prioritized planning method demonstrate higher computational efficiency and robustness of CDH-PP.

源语言英语
主期刊名Proceedings - 2019 Chinese Automation Congress, CAC 2019
出版商Institute of Electrical and Electronics Engineers Inc.
3636-3641
页数6
ISBN(电子版)9781728140940
DOI
出版状态已出版 - 11月 2019
活动2019 Chinese Automation Congress, CAC 2019 - Hangzhou, 中国
期限: 22 11月 201924 11月 2019

出版系列

姓名Proceedings - 2019 Chinese Automation Congress, CAC 2019

会议

会议2019 Chinese Automation Congress, CAC 2019
国家/地区中国
Hangzhou
时期22/11/1924/11/19

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引用此

Li, H., Long, T., Xu, G., & Wang, Y. (2019). Coupling-Degree-Based Heuristic Prioritized Planning Method for UAV Swarm Path Generation. 在 Proceedings - 2019 Chinese Automation Congress, CAC 2019 (页码 3636-3641). 文章 8997273 (Proceedings - 2019 Chinese Automation Congress, CAC 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CAC48633.2019.8997273