Title :
Implementation Study of an Electronic Nose System Based on Computing Mechanisms
Author :
Chi, Tao ; Huang, Danfeng
Author_Institution :
Coll. of Agric. & Biol., Shanghai Jiaotong Univ., Shanghai
Abstract :
Organisms are likely to have natural computation mechanisms, and their computational service is the key to survival. The conduction route of animal olfactory system has been proposed in this paper, and computation is considered as the inherent mechanism of the nature and the base of intelligence. Cluster analysis is established on simulation of brain computing pattern. According to this view, the pattern recognition module from computing pattern existing in the olfactory organs to current computer simulation mode inspired by the olfactory organs has been presented. The experiments proved that this module can identify the composition of mixed gases, and provide effective methods to implement the bionic operation of electronic nose.
Keywords :
chemioception; computerised instrumentation; electronic noses; animal olfactory system; bionic operation; brain computing pattern; cluster analysis; computational service; computing mechanisms; electronic nose system; pattern recognition module; Analytical models; Animals; Brain modeling; Computational intelligence; Computational modeling; Electronic noses; Olfactory; Organisms; Pattern analysis; Pattern recognition; Cluster Analysis; Electronic Nose; Natural Computation; Pattern Recognition;
Conference_Titel :
Natural Computation, 2008. ICNC '08. Fourth International Conference on
Conference_Location :
Jinan
Print_ISBN :
978-0-7695-3304-9
DOI :
10.1109/ICNC.2008.28