Self-organized search-attack mission planning for UAV swarm based on wolf pack hunting behavior
Self-organized search-attack mission planning for UAV swarm based on wolf pack hunting behavior作者机构:School of Equipment Management and SupportArmed Police Force Engineering UniversityXi’an 710086China Department of Mathematics and Computer ScienceTebessa UniversityTebessa 12002Algeria Foundation DepartmentArmed Police Command CollegeTianjin 300250China
出 版 物:《Journal of Systems Engineering and Electronics》 (系统工程与电子技术(英文版))
年 卷 期:2021年第32卷第6期
页 面:1463-1476页
核心收录:
学科分类:12[管理学] 1201[管理学-管理科学与工程(可授管理学、工学学位)] 081104[工学-模式识别与智能系统] 08[工学] 082503[工学-航空宇航制造工程] 0835[工学-软件工程] 0825[工学-航空宇航科学与技术] 0811[工学-控制科学与工程] 0812[工学-计算机科学与技术(可授工学、理学学位)]
基 金:supported by the National Natural Science Foundation of China(61502534) the Shaanxi Provincial Natural Science Foundation(2020JQ-493) the Integrative Equipment Research Project of Armed Police Force(WJ20211A030018) the Military Science Project of the National Social Science Fund(WJ2019-SKJJ-C-092) the Theoretical Research Foundation of Armed Police Engineering University(WJY202148)
主 题:search-attack mission planning unmanned aerial vehicle(UAV)swarm wolf pack hunting behavior swarm intelligence labor division
摘 要:Cooperative search-attack is an important application of unmanned aerial vehicle(UAV)swarm in military *** coupling between path planning and task allocation,the heterogeneity of UAVs,and the dynamic nature of task environment greatly increase the complexity and difficulty of the UAV swarm cooperative search-attack mission planning *** by the collaborative hunting behavior of wolf pack,a distributed selforganizing method for UAV swarm search-attack mission planning is ***,to solve the multi-target search problem in unknown environments,a wolf scouting behavior-inspired cooperative search algorithm for UAV swarm is ***,a distributed self-organizing task allocation algorithm for UAV swarm cooperative attacking of targets is proposed by analyzing the flexible labor division behavior of *** abstracting the UAV as a simple artificial wolf agent,the flexible motion planning and group task coordinating for UAV swarm can be realized by *** effectiveness of the proposed method is verified by a set of simulation experiments,the stability and scalability are evaluated,and the integrated solution for the coupled path planning and task allocation problems for the UAV swarm cooperative search-attack task can be well performed.