DocumentCode
2995518
Title
Autonomous fault tolerant multi-robot cooperation using artificial immune system
Author
Khan, M. Tahir ; De Silva, Clarence W.
Author_Institution
Dept. of Mech. Eng., Univ. of British Columbia, Vancouver, BC
fYear
2008
fDate
1-3 Sept. 2008
Firstpage
623
Lastpage
628
Abstract
Multi-robot cooperation is an active research field where researchers have proposed different cooperation strategies. However, most of them have not considered fault tolerance, which will be critical when one or more robots fail during cooperation. In this paper we propose a self regulated fault tolerant multi-robot cooperation system based on the principles of artificial immune systems. The proposed approach relies on broadcasting of the capability and cost function of a robot that is required for cooperation while also taking care of partial and full failure of a robot during the communication for cooperation. In our system, a robot is regarded as an antibody and its environment as an antigen. The communication and cooperation strategies are inspired by Jernpsilas idiotypic network theory and the structure of the antibody. The developed methodology is verified by simulation.
Keywords
artificial immune systems; control engineering computing; fault tolerant computing; mobile robots; multi-robot systems; antibody; antigen; artificial immune system; autonomous fault tolerance; idiotypic network theory; multirobot cooperation; Artificial immune systems; Broadcasting; Fault tolerance; Fault tolerant systems; Immune system; Laboratories; Logistics; Multirobot systems; Robot kinematics; Robotics and automation; artificial immune system; communication; cooperation; multi-robot systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Automation and Logistics, 2008. ICAL 2008. IEEE International Conference on
Conference_Location
Qingdao
Print_ISBN
978-1-4244-2502-0
Electronic_ISBN
978-1-4244-2503-7
Type
conf
DOI
10.1109/ICAL.2008.4636225
Filename
4636225
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