DocumentCode
2478088
Title
Dynamic task allocation method based on immune system for cooperative robots
Author
Gao, Yunyuan ; Luo, Zhizeng
Author_Institution
Intell. Control & Robot. Inst., Hangzhou Dianzi Univ., Hangzhou
fYear
2008
fDate
25-27 June 2008
Firstpage
1015
Lastpage
1020
Abstract
To accomplish unknown cooperative tasks in multi-robot system, an efficient task allocation method and autonomous cooperation among robots are required. This paper fully takes advantage of the interactions among antibodies and antigen stimulus of immune system to solve the problem. Firstly, an artificial immune network (AIN) model for multi-robot system is presented with autonomously distributed architecture. Based on AIN, the immune-based static task allocation algorithm is designed utilizing the interactions among the antibodies from inter- and intra-robot. Then the dynamic task allocation method is developed and extended by integrating the cooperative idea into the antigen stimulus. By the self-reinforcement learning of the antigen stimulus, the autonomous cooperation among robots is realized and deadlock situation is avoided. The dynamic allocation method for cooperative robots is demonstrated and analyzed in the simulation of emergency handling, in which a group of robots must detect alarms and cooperatively fix problems indicated by those alarms.
Keywords
control engineering computing; cooperative systems; learning (artificial intelligence); multi-robot systems; antigen stimulus; artificial immune network model; autonomous cooperation; autonomously distributed architecture; cooperative robots; dynamic task allocation method; self-reinforcement learning; Algorithm design and analysis; Analytical models; Artificial immune systems; Immune system; Intelligent control; Intelligent robots; Multirobot systems; Robot sensing systems; Robotics and automation; System recovery; cooperation; learning; task allocation; the artificial immune system;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location
Chongqing
Print_ISBN
978-1-4244-2113-8
Electronic_ISBN
978-1-4244-2114-5
Type
conf
DOI
10.1109/WCICA.2008.4593060
Filename
4593060
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