Transactions of the Society of Instrument and Control Engineers
Online ISSN : 1883-8189
Print ISSN : 0453-4654
ISSN-L : 0453-4654
Smell Identification Using a Integrated Sensor and Pattern Recognition
Smell Identification Model by GMDH
Masayoshi KANEYASUTomoji OISHIAkira IKEGAMIHideo ARIMAShoichi IWANAGA
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1987 Volume 23 Issue 10 Pages 1030-1037

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Abstract
This paper describes an analytical method and experimental results of identifying and quantifying smells using an electronic system composed of an integrated sensor and a microcomputer. The integrated sensor with six different elements on an alumina substrate was fabricated by using thick film techniques. The elements are kept at around 400°C by a Pt heater mounted on the sensor back. Since each element was made from different semiconductor oxides, they possess different sensitivities to material odors and the integrated sensor can develop specific patterns corresponding to each odor as a histogram of conductance ratios for each element. The microcomputer identifies the scent on the basis of similarities calculated by comparing standard patterns stored in the memory and a sample pattern developed by the integrated sensor. The scent is then quantified by using the sensor element with the highest sensitivity to the smell identified. A model for the smell quantification in state of mixture of different two scents has been developed. The model is essentially based on the GMDH algorithm, and is in need of some data sampled from the integrated sensor in different temperature controlled by a voltage of the Pt heater. The experimental results show that smells can be successfully identified and quantified with the electronic system.
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© The Society of Instrument and Control Engineers (SICE)
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