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Distributed Formation Control and Collision Avoidance for Heterogeneous UAV Swarm

  • 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

This paper proposes a formation and collision avoidance method for heterogeneous swarm consisting of Unmanned Aerial Vehicles (UAVs) with variable detection abilities. First of all, preliminary knowledge such as the kinematic model of UAV and Particle Swarm Optimization (PSO) algorithm is introduced. Then, the proposed method based on Distributed Model Predictive Control (DMPC) is expressed in detail by dividing UAVs into heterogeneous roles and designing cost functions for different roles according to task requirements. A coordination strategy is further proposed to dissolve the conflict between formation maintenance and collision avoidance. Numerical simulations further demonstrate that the method effectively applies to the formation and collision avoidance task of heterogeneous UAV swarm. Finally, further research direction and potential improvements are discussed.

源语言英语
主期刊名Advances in Guidance, Navigation and Control - Proceedings of 2022 International Conference on Guidance, Navigation and Control
编辑Liang Yan, Haibin Duan, Yimin Deng, Liang Yan
出版商Springer Science and Business Media Deutschland GmbH
1837-1848
页数12
ISBN(印刷版)9789811966125
DOI
出版状态已出版 - 2023
活动International Conference on Guidance, Navigation and Control, ICGNC 2022 - Harbin, 中国
期限: 5 8月 20227 8月 2022

丛书

姓名Lecture Notes in Electrical Engineering
845 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 2022
国家/地区中国
Harbin
时期5/08/227/08/22

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