DocumentCode
2309725
Title
A novel scenario of task planning for multi-robot collaboration system
Author
Shi, Zhiguo ; Hu, Kaihang ; Tu, Jun ; Wang, Zhiliang ; Wei, Junming
Author_Institution
Sch. of Comput. & Commun. Eng., Univ. of Sci. & Technol. Beijing, Beijing, China
fYear
2012
fDate
6-8 July 2012
Firstpage
3770
Lastpage
3775
Abstract
The paper carefully elaborates the current research of the mission planning for multi-robot system in foreign countries. Then introducing a novel method of mission planning which includes task decomposition and task allocation. Tasks divide into decomposable and non-decomposable, only to meet certain conditions, which is decomposable; necessary and sufficient conditions for decomposability of a task with respect to parallel composition and natural projections. This paper mainly researches on the decomposable task and introduces four decomposability conditions. In addition, the task allocation introduced is based on reputation, which is gained from the evaluation of the completion of historical tasks. Task attempts to be assigned to the robot with relatively higher reputation, which can greatly improve the success rate of its mandate implementation. Finally, simulation and experiment´s results have shown that the model can be used in a multi-robot collaboration system, and has good efficiency.
Keywords
multi-robot systems; planning (artificial intelligence); task analysis; decomposability condition; mission planning; multirobot collaboration system; task allocation; task decomposition; task planning; Automata; Collaboration; Multirobot systems; Planning; Resource management; Robot kinematics; Multi-robot; collaboration; decomposability condition; task decomposition;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation (WCICA), 2012 10th World Congress on
Conference_Location
Beijing
Print_ISBN
978-1-4673-1397-1
Type
conf
DOI
10.1109/WCICA.2012.6359101
Filename
6359101
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