Design of Intelligent Smell Information Processing System and its Evaluation

Smell detection system

Photo.1 Smell detection system

Car loading type Smell detection system

Photo.2 Car loading type Smell detection system

In early days, computer systems were mainly used for numerical computations. However, recently, rapid developments in these fields enable texts, images, sounds and knowledge processing. Especially, a smell processing is one of emerging topics. Under the circumstances, a smell detection system has been developed, based on neural networks, independent component analysis and genetic algorithms. This system can be utilized to classify, analyze and synthesize smells. Because the smell sensing is one of human five senses, there is a large filed of applications, for example, a fire alarm or a chemical detector. Thus, the development of smell sensor systems is promising.



Publications

[1] T.Fujinaka,M.Yoshioka,S.Omatu, and T.Kosaka , “Intelligent Electronic Nose Systems for Fire Detection Systems Based on Neural Networks”, 2nd ADVCOMP, Spain,2008
[2] N.Nimsuk, and T.Nakamoto, “Improvement of Robustness of Odor Classification in Dynamically Changing Concentration against Environmental Change”, IEEE Transactions on Sensors and Micromachines, Vol. 128, No, 5, pp. 214-218,2008
[3]C. Bancha, M. Yoshioka, T. Fujinaka, S. Omatu, “Detecting Household Burning Smell Using a Neuro-Electronic Nose System”, IEEJ Transactions on Electronics, Information and Systems, Vol. 124, No. 2, pp. 520-525,2004

Related Researches

Category

Information Processing
(Human Information Processing)

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