Title :
Identification of odors using a sensor array with kinetic working temperature and Fourier spectrum analysis
Author :
Cai, Kuiqian ; Maekawa, Toru ; Takada, Tadashi
Author_Institution :
Cosmos Lab., New Cosmos Electr. Co. Ltd., Osaka, Japan
fDate :
6/1/2002 12:00:00 AM
Abstract :
A method for the identification of odors using a dynamically driven sensor array has been developed, in which transient responses of the sensor array were used to recognize target odors. Fourier transformation was used to transform the transient response curves of the sensor array into Fourier spectra, and patterns composed of some of the magnitudes in the spectra were used in the pattern recognition to identify the odors. Identification of odors was performed using this method with three kinds of 10% ethanol solution of tea extract and three kinds of Japanese soy sauce. In consequence, the sample odors could be correctly recognized without any pretreatment device for separation of minor components from the main component.
Keywords :
Fourier analysis; array signal processing; chemioception; gas sensors; pattern recognition; spectral analysis; transient response; Fourier spectrum analysis; Fourier transformation; Japanese soy sauce; dynamically driven sensor array; kinetic working temperature; minor component separation; odor identification; pattern recognition; sample odors; target odor recognition; tea extract/ethanol solution; transient response curves; Acoustic sensors; Electronic noses; Ethanol; Fourier transforms; Gas detectors; Kinetic theory; Sensor arrays; Sensor systems; Temperature sensors; Transient response;
Journal_Title :
Sensors Journal, IEEE
DOI :
10.1109/JSEN.2002.800285