DocumentCode :
2497089
Title :
Porous Silicon based Organic Vapor Sensor Array for e-Nose Applications
Author :
Islam, T. ; Das, J. ; Saha, H.
Author_Institution :
J.M.I (a Central Univ.), New Delhi
fYear :
2006
fDate :
22-25 Oct. 2006
Firstpage :
1085
Lastpage :
1088
Abstract :
In this paper, we have studied the selectivity and sensitivity of an array of porous silicon sensors having different porosity and pore morphology for sensing organic vapors like methanol, ethanol and isopropyl alcohol. The output of the array when exposed to the individual and mixture form of vapors give a unique fingerprints of the vapors analyzed by multilayer perceptron based pattern recognition technique with principal component data analysis. Experimental results show that the response of the array to nonpolar molecules is negligible while the response to the polar vapor molecules is significant. The pattern recognition engine estimates the concentration of the identified vapor with almost 100% accuracy.
Keywords :
array signal processing; electronic noses; multilayer perceptrons; pattern recognition; principal component analysis; e-nose applications; ethanol; isopropyl alcohol; methanol; multilayer perceptron; organic vapor sensor array; pattern recognition technique; porous silicon; principal component data analysis; Data analysis; Ethanol; Fingerprint recognition; Methanol; Morphology; Multilayer perceptrons; Pattern analysis; Pattern recognition; Sensor arrays; Silicon;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Sensors, 2006. 5th IEEE Conference on
Conference_Location :
Daegu
ISSN :
1930-0395
Print_ISBN :
1-4244-0375-8
Electronic_ISBN :
1930-0395
Type :
conf
DOI :
10.1109/ICSENS.2007.355814
Filename :
4178809
Link To Document :
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