Title :
Real-time task assignment for multi-agent robots-application to cooperative transportation task
Author :
Miyata, Natsuki ; Ota, Jun ; Aiyama, Yasumichi ; Arai, Tamio
Author_Institution :
Dept. of Precision Machinery Eng., Tokyo Univ., Japan
Abstract :
Deals with a task-assignment method for cooperative transportation by multiple mobile robots in an open and dynamic area. The problem can be divided into three parts: the dynamic change of tasks, the dynamic change of the robot team composition, and the level of difficulty in finding the optimal solution. The authors propose the following approach: (1) By inputting sensor information to a “task template” and a “task-interaction template,” tasks will be dynamically generated. (2) The planner consists of two parts, the task-assignment planner and the motion planner (the latter is made independently for each task); (3) The task-assignment problem is solved by using a linear programming method based on the execution priority described in the “task templates.” The effectiveness of the proposed method is verified by a cooperative transport simulation
Keywords :
computational complexity; cooperative systems; linear programming; materials handling; mobile robots; multi-robot systems; path planning; cooperative transportation task; execution priority; linear programming method; motion planner; multi-agent robots; optimal solution; real-time task assignment; task template; task-assignment planner; task-interaction template; team composition; Computational modeling; Computer simulation; Job shop scheduling; Linear programming; Machinery; Mobile robots; Robot sensing systems; Sensor phenomena and characterization; Sensor systems; Transportation;
Conference_Titel :
Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on
Conference_Location :
Tokyo
Print_ISBN :
0-7803-5731-0
DOI :
10.1109/ICSMC.1999.812500