Cooperative Trajectory Planning for Multi-target Tracking Using Passive Sensors

Xiwen Yang, Shaoming He, Defu Lin, Yadong Wang

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Target tracking missions can be efficiently performed by the highly maneuverable unmanned aerial vehicle (UAV) teams. To enhance the system observability of multi-target tracking problems with passive sensors, this paper develops a cooperative trajectory optimization method for a UAV team. An approximate performance metric that can be utilized in trajectory optimization is derived based on the multi-sensor joint probabilistic data association filter (JPDAF). Then we proposed a distributed multi-UAV trajectory planning algorithm leveraging the incremental optimization strategy to track multiple moving targets. The effectiveness of the proposed algorithm is demonstrated with simulation examples.

源语言英语
主期刊名AIAA SciTech Forum 2022
出版商American Institute of Aeronautics and Astronautics Inc, AIAA
1-14
页数14
ISBN(印刷版)9781624106316
DOI
出版状态已出版 - 2022
活动AIAA Science and Technology Forum and Exposition, AIAA SciTech Forum 2022 - San Diego, 美国
期限: 3 1月 20227 1月 2022

出版系列

姓名AIAA Science and Technology Forum and Exposition, AIAA SciTech Forum 2022

会议

会议AIAA Science and Technology Forum and Exposition, AIAA SciTech Forum 2022
国家/地区美国
San Diego
时期3/01/227/01/22

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