Real-Time Task Reallocation for Large-scale UAV team in Dynamic environment

被引:0
|
作者
Yan, Fei [1 ]
Shao, Zhuang [1 ]
Zhou, Zhou [2 ]
Zhu, Xiaoping [3 ]
机构
[1] Northwestern Polytech Univ, Natl Key Lab Special & Technol UAV, Xian 710065, Peoples R China
[2] Northwestern Polytech Univ, Coll Aeronaut, Xian 710072, Peoples R China
[3] Northwestern Polytech Univ, UAV Res Inst, Xian 710065, Peoples R China
关键词
auction algorithm; cooperative task allocation; large-scale UAV team; man in-loop;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
To solve the problem of cooperative task reallocation for large-scale unmanned aerial vehicle (UAV) team under complex dynamic environment, a method based on man in-loop consensus auction principle is proposed. Firstly, Delaunay diagram is used for environment modeling. Then, the shortest paths of UAVs to targets are obtained by using Warshall-Floyd algorithm, thus task allocation and path planning are decoupled. Finally, with man in-loop and consensus-based auction approach, the task reallocation under several sudden changes of environment is achieved. Simulation results show that, the proposed method can provide a feasible task reallocation in 1.2s for a large-scale UAV team, which proves the real-time performance of this method.
引用
收藏
页码:419 / 426
页数:8
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