航空科学技术2024，Vol.35Issue(4)：18-24,7.DOI:10.19452/j.issn1007-5453.2024.04.003
通信约束下UAV集群协同拦截任务分配算法
Multi-target Assignment Methods for UAV Swarm under Communication Constraints
摘要
Abstract
Considering the constraints of communication range and detection scope in the UAV swarm,this paper proposed the Stepwise Consensus-Based Auction Algorithm(SCBAA)to address the problem of multi-UAV cooperative interception of maneuvering targets.Firstly,the issues caused by the limited communication and detection range between the UAVs in the real battlefield environment are described and analyzed.Then,a localized task assignment model considering the communication constraints is proposed with a comprehensive utility function along with multi-task assignment constraints.Furthermore,to resolve the assignment conflicts of multi-UAVs targeting multi-target,the task assignment processes are divided into the primary and secondary stages,which could achieve the conflict-free assignment by applying a new consensus interaction variable that called the primary task bid creation with time variable.Finally,the mathematical simulation results demonstrated that the proposed algorithm can achieved tasking and coordinated strikes against multiple maneuvering targets even with the constraints of communication and detection range.关键词
通信约束/分布式任务分配/拍卖算法/实时重分配算法/无人机集群/群目标协同拦截Key words
communication constraints/distributed task assignment/auction algorithm/real-time reallocation algorithm/UAV swarm/multi target cooperative interception分类
航空航天引用本文复制引用
卢晓东,王一鸣,王伟..通信约束下UAV集群协同拦截任务分配算法[J].航空科学技术,2024,35(4):18-24,7.基金项目
航空科学基金(20185853040) Aeronautical Science Foundation of China(20185853040) （20185853040）
