A distributed approach for autonomous cooperative transportation in a dynamic multi-robot environment

被引:8
|
作者
Nath, Amar [1 ]
Arun, A. R. [1 ]
Niyogi, Rajdeep [1 ]
机构
[1] IIT Roorkee, Roorkee 247667, Uttar Pradesh, India
关键词
Multi-robot system; coperative object transportation; coalition formation; distributed algorithm; multi-robot coordination; SWARM;
D O I
10.1145/3341105.3373980
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper describes a distributed approach for autonomous cooperative transportation in a dynamic multi-robot environment. The proposed approach forms an optimal coalition at runtime for cooperative transportation and assigns a group of robots for the task. Explicit communication is used to acquire information as the robots do not have a global knowledge of the environment, i.e., no robot knows the location and state of another robot. For cooperative transportation, such information is essential as objects may arrive at any time and at any location. The proposed approach deals with on-demand missions, where the number of robots required to solve the problem is not known a priori. The applicability of the approach is demonstrated on a road clearance scenario in a realistic urban search and rescue simulation environment. The experimental results validate the correctness of the approach.
引用
收藏
页码:792 / 799
页数:8
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