A Two-Stage Distributed Task Assignment Algorithm Based on Contract Net Protocol for Multi-UAV Cooperative Reconnaissance Task Reassignment in Dynamic Environments

被引:0
|
作者
Wang, Gang [1 ]
Lv, Xiao [1 ]
Yan, Xiaohu [2 ]
机构
[1] Naval Univ Engn, Coll Comp Engn, Wuhan 430033, Peoples R China
[2] Shenzhen Polytech Univ, Sch Undergrad Educ, Shenzhen 518055, Peoples R China
基金
中国国家自然科学基金;
关键词
multi-UAVs; task reassignment; distributed algorithm; two stage; contract net protocol; UNMANNED AERIAL VEHICLES; ALLOCATION;
D O I
10.3390/s23187980
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Multi-UAV systems have been widely used in reconnaissance, disaster relief, communication, and other fields. However, many dynamic events can cause a partial failure of the original mission during the mission execution process, in which case task reassignment should be carried out. How to reassign resources and tasks in multi-dynamic, multi-target, and multi-constraint events becomes a core issue in the enhancement of combat efficiency. This paper establishes a model of multi-UAV cooperative reconnaissance task reassignment that comprehensively considers various dynamic factors such as UAV performance differences, size of target areas, and time window constraints. Then, a two-stage distributed task assignment algorithm (TS-DTA) is presented to achieve multi-task reassignment in dynamic environments. Finally, this paper verifies the effectiveness of the TS-DTA algorithm through simulation experiments and analyzes its performance through comparative experiments. The experimental results show that the TS-DTA algorithm can efficiently solve the task reassignment problem in dynamic environments while effectively reducing the communication burden of UAV formations.
引用
收藏
页数:26
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