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Stealth coverage multi-path corridors planning for UAV fleet

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

An improved niched genetic algorithm (NGA) is presented for 3-dimensional (3D) coverage stealth path corridors real-time planning of heterogeneous unmanned aerial vehicles (UAVs) low-altitude penetration in dynamic environments. Firstly, the constraints of path planning were described and the problem was formulated. 3D path corridor was introduced to meet the requirements of the kinematic constraints of UAV fleet. Secondly, NGA was improved by merging neighborhood field operator and rollback operator to speed up the convergence rate. In addition, the K-means crowding strategy was employed to generate multiple coverage paths in the searching space. Simulation results demonstrate that real-time high quality flight corridors for UAVs can be obtained by using the proposed algorithm.

源语言英语
主期刊名Proceedings - 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer, MEC 2013
出版商Institute of Electrical and Electronics Engineers Inc.
2922-2926
页数5
ISBN(电子版)9781479925650
DOI
出版状态已出版 - 2013
活动2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer, MEC 2013 - Shenyang, 中国
期限: 20 12月 201322 12月 2013

出版系列

姓名Proceedings - 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer, MEC 2013

会议

会议2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer, MEC 2013
国家/地区中国
Shenyang
时期20/12/1322/12/13

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