DocumentCode :
2081691
Title :
An Artificial Immune System based on the innate immune response for a multi-agent object transportation
Author :
Munoz, Fredy Fernando ; Nino, Luis Fernando ; Claribed, Q.C.
Author_Institution :
Dept. of Electr. Eng., Nat. Univ. of Colombia, Bagota, Colombia
Volume :
1
fYear :
2008
fDate :
17-19 Nov. 2008
Firstpage :
184
Lastpage :
189
Abstract :
In this paper, a new cognitive model for a multi-agent object transportation is proposed. Such model is inspired by the innate immune response. Some relevant characteristics of macrophages, dendritic cells and the complement system which belong to the innate immune response are modeled and incorporated in this artificial immune system; particulary the function of pattern-recognition receptors and complement receptors on macrophages and dendritic cells to detect an antigen and the function of complement molecules to flag antigens. The goal of the multi-agent system is to transport scattered objects from an unknown dynamic environment to a specific storage room. For this purpose, the exploration and mapping problems are handled by agents that emulate the behavior of complement molecules and the object transportation is performed by agents that emulate the behavior of a macrophage and a dendritic cell. The agents and their funcionality were implemented and validated using the Player/Stage platform obtaining good results.
Keywords :
multi-robot systems; pattern recognition; robot vision; service robots; transportation; Player/Stage platform; artificial immune system; complement molecules; dendritic cells; innate immune response; macrophages; multiagent object transportation; pattern-recognition receptors; Artificial immune systems; Artificial intelligence; Cognitive robotics; Computer science; Immune system; Intelligent transportation systems; Knowledge engineering; Microorganisms; Multiagent systems; Robot sensing systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent System and Knowledge Engineering, 2008. ISKE 2008. 3rd International Conference on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4244-2196-1
Electronic_ISBN :
978-1-4244-2197-8
Type :
conf
DOI :
10.1109/ISKE.2008.4730922
Filename :
4730922
Link To Document :
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