Multi-robot cooperative autonomous exploration via task allocation in terrestrial environments

被引:1
|
作者
Yan, Xiangda [1 ]
Zeng, Zhe [2 ]
He, Keyan [1 ]
Hong, Huajie [1 ]
机构
[1] Natl Univ Def Technol, Lab Unmanned Combat Syst, Changsha, Peoples R China
[2] Navy Submarine Acad, Rescue & Salvage Dept, Qingdao, Peoples R China
关键词
cooperative autonomous exploration; frontier; Mean-Shift; path planning; task allocation; multi-robot; GRIDS;
D O I
10.3389/fnbot.2023.1179033
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Cooperative autonomous exploration is a challenging task for multi-robot systems, which can cover larger areas in a shorter time or path length. Using multiple mobile robots for cooperative exploration of unknown environments can be more efficient than a single robot, but there are also many difficulties in multi-robot cooperative autonomous exploration. The key to successful multi-robot cooperative autonomous exploration is effective coordination between the robots. This paper designs a multi-robot cooperative autonomous exploration strategy for exploration tasks. Additionally, considering the fact that mobile robots are inevitably subject to failure in harsh conditions, we propose a self-healing cooperative autonomous exploration method that can recover from robot failures.
引用
收藏
页数:13
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