Distributed intelligent self-organized mission planning of multi-UAV for dynamic targets cooperative search-attack

被引:75
|
作者
Zhen, Ziyang [1 ]
Zhu, Ping [1 ]
Xue, Yixuan [1 ]
Ji, Yuxuan [1 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Automat Engn, Nanjing 210016, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Ant Colony Optimization (ACO); Cooperative control; Mission planning; Search-attack integration; Self-organized; Unmanned Aerial Vehicle (UAV); MOVING TARGETS; ALGORITHM;
D O I
10.1016/j.cja.2019.05.012
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
This article studies the cooperative search-attack mission problem with dynamic targets and threats, and presents a Distributed Intelligent Self-Organized Mission Planning (DISOMP) algorithm for multiple Unmanned Aerial Vehicles (multi-UAV). The DISOMP algorithm can be divided into four modules: a search module designed based on the distributed Ant Colony Optimization (ACO) algorithm, an attack module designed based on the Parallel Approach (PA) scheme, a threat avoidance module designed based on the Dubins Curve (DC) and a communication module designed for information exchange among the multi-UAV system and the dynamic environment. A series of simulations of multi-UAV searching and attacking the moving targets are carried out, in which the search-attack mission completeness, execution efficiency and system suitability of the DISOMP algorithm are analyzed. The simulation results exhibit that the DISOMP algorithm based on online distributed down-top strategy is characterized by good flexibility, scalability and adaptability, in the dynamic targets searching and attacking problem. (C) 2019 Chinese Society of Aeronautics and Astronautics. Production and hosting by Elsevier Ltd.
引用
收藏
页码:2706 / 2716
页数:11
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