DocumentCode :
465650
Title :
Application of artificial immune algorithms in multiple sensor system
Author :
Ji, ZhengQiao ; Wu, Q. M Jonathan
Author_Institution :
Windsor Univ., Windsor
Volume :
1
fYear :
2006
fDate :
8-11 Oct. 2006
Firstpage :
175
Lastpage :
180
Abstract :
Recently the human immune system arouse researchers interest since it has several useful mechanisms which can be used to information processing as a complex cognition system. Here it is not our concern to reproduce any immune phenomenon accurately, but to show that immune concepts can be applied to develop powerful computational tools for data processing. From this viewpoint, an improved artificial immune algorithm is presented in applying in the problems of image registration and configuration of multiple sensor system. The simulation results show that the immune algorithm can successfully obtain the global optimum with much less computational cost compared to other traditional algorithms. Hereby, we can say this new method can also be applied to other optimization problems.
Keywords :
artificial immune systems; cognition; image registration; artificial immune algorithms; complex cognition system; human immune system; image registration; information processing; multiple sensor system; Cognition; Computational efficiency; Computational modeling; Data processing; Humans; Image registration; Immune system; Information processing; Optimization methods; Sensor systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
1-4244-0099-6
Electronic_ISBN :
1-4244-0100-3
Type :
conf
DOI :
10.1109/ICSMC.2006.384378
Filename :
4273825
Link To Document :
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