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
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