Title :
BOAs: backoff adaptive scheme for task allocation with fault tolerance and uncertainty management
Author :
Fua, Cheng-Heng ; Ge, Shuzhi Sam ; Lim, Khiang Wee
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore
Abstract :
We propose the backoff adaptive scheme (BOAs) as a new technique for the automatic allocation of tasks amongst a team of heterogeneous mobile robots. It is an optimal, decentralized decision making scheme that utilizes explicit communication between the agents. A structured and unified framework is also proposed for task specification. This scheme is fault tolerant (to robot malfunctions) and allows for uncertainty in the nature of task specification in terms of the actual number of robots required. Team demography may change without the need for the respecification of tasks. The adaptive feature in BOAs further improves the flexibility of the team. Realistic simulations are carried out to verify the effectiveness of the scheme.
Keywords :
adaptive control; decision making; demography; fault tolerance; mobile robots; multi-robot systems; uncertainty handling; backoff adaptive scheme; fault tolerance; heterogeneous mobile robot team; optimal decentralized decision making scheme; task allocation; team demography; uncertainty management; Broadcasting; Decision making; Demography; Engineering management; Fault tolerance; Mobile communication; Mobile computing; Robot kinematics; Robotics and automation; Uncertainty;
Conference_Titel :
Intelligent Control, 2004. Proceedings of the 2004 IEEE International Symposium on
Print_ISBN :
0-7803-8635-3
DOI :
10.1109/ISIC.2004.1387676