Statistical pattern analysis assisted selection of polymers for odor sensor array

2011 - International Conference on Signal Processing, Communication, Computing and Networking Technologies, ICSCCN-2011

Volumn , Issue , 2011, Pages 575-580

  Jha, S K ^a   Yadava, R D S ^a  

^a BANARAS HINDU UNIVERSITY   (India)

Author keywords

Body odor identification; electronic nose; polymer coating selection; surface acoustic wave odor sensor array

Indexed keywords

ARRAY SIMULATIONS; ARTIFICIAL NOSE; CHEMICAL CONSTITUENTS; DESIGN AND DEVELOPMENT; ELECTRONIC NOSE; FUNCTIONALIZED; HIERARCHICAL CLUSTER ANALYSIS; HUMAN BODIES; HUMAN NOSE; INTERACTION DATABASE; MULTIVARIATE STATISTICAL METHOD; OPTIMAL DISCRIMINATIONS; PARTITION COEFFICIENT; PATTERN RECOGNITION ALGORITHMS; POLYMER COATED SURFACES; POLYMER COATING; POLYMER COATING SELECTION; RESPONSE PATTERNS; STATISTICAL DATAS; STATISTICAL PATTERN; VAPOR DETECTION; VAPOR SENSORS;

ACOUSTIC SURFACE WAVE DEVICES; ACOUSTIC WAVES; ACOUSTICS; ACOUSTOELECTRIC EFFECTS; ARTIFICIAL ORGANS; BIOLOGICAL ORGANS; CLUSTER ANALYSIS; CLUSTER COMPUTING; COMMUNICATION; FUNCTIONAL POLYMERS; HIERARCHICAL SYSTEMS; MULTIVARIANT ANALYSIS; ODORS; PATTERN RECOGNITION; PRINCIPAL COMPONENT ANALYSIS; SENSOR ARRAYS; SIGNAL DETECTION; SILICONES; STYRENE; SURFACES; VAPORS; VOLATILE ORGANIC COMPOUNDS;

PLASTIC COATINGS;

EID: 80053649546     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSCCN.2011.6024617     Document Type: Conference Paper

References (30)

1. K. Arshak, E. Moore, G. M. Lyons, J. Harris and S. Clifford, "A review of gas sensors employed in electronic nose applications," Sensor Review, vol. 24, no. 2, pp. 181-198,2004.
2. D. James, S. M. Scott, Z. Ali and W. T. O'Hare, "Chemical sensors for electronic nose systems," Microchim. Acta, vol. 149, pp. 1-17, 2005.
3. J. W. Gardner and P. N. Bartlett, Electronic Noses: Principles and Applications, Oxford University Press, New York, 1999.
4. H. T. Nagle, S. S. Schiffman and R. Gutierrez-Osuna, "The How and Why of Electronic Noses," IEEE Spectrum, vol. 35(9), pp. 22- 34, 1998.
5. F. Rock, N. Barsan and U. Weimar, "Electronic Nose: Current Status and Future Trends," Chem. Rev., vol. 108, pp. 705-725, 2008.
6. A. D. Wilson and M. Baietto, "Applications and advances in electronic-nose technologies," Sensors, vol. 9, pp. 5099-5148, 2009.
7. J. Ouellette, "Electronic noses sniff out new markets," The Industrial Physicist, pp. 26-29, February 1999.
8. X. Chen, M. Cao, Y. Li, W. Hu, P. Wang, K. Ying and H. Pan, "A study of an electronic nose for detection of lung cancer based on a virtual SAW gas sensors array and imaging recognition Method," Meas. Sci. Technol., vol. 16, pp. 1535-1546,2005.
9. W. P. Carey, K. R. Beebe, and B. R. Kowalski, "Multicomponent Analysis Using an Array of Piezoelectric Crystal Sensors," Analytical Chemistry, vol. 59(11), pp. 1529-1534, 1987.
10. E. T. Zellers, S. A. Batterman, M. Han, and S. J. Patrash, "Optimal Coating Selection for the Analysis of Organic Vapor Mixtures with Polymer Coated Surface Acoustic Wave Sensor Arrays," Analytical Chemistry, vol. 67(6), pp. 1092-1106, 1995.
11. J. W. Gardner, P. Boilot, and E. L. Hines, "Enhancing electronic nose performance by sensor selection using a new integer-based genetic algorithm approach," Sensors and Actuators B: Chemical, vol. 106(1), pp. 114-121,2005.
12. T. Alizadeh, "Pattern recognition and identification of benzene, chloroform and carbon tetrachloride by using the newly developed chemiresistor sensors array," Analytical & Bioanalytical Electrochemistry, vol. 1(2), pp. 71 - 82, 2009.
13. L. M. Dorozhkin, and I. A. Rozanov, "Acoustic wave chemical sensors for gases," Analytical Chemistry, vol. 56 (5), pp.399-416, 2001.
14. B. Buszewski, M. Kesy, T. Ligor and A. Amann, "Human exhaled air analytics: Biomarkers of diseases," Biomed. Chromatogr, vol. 21,pp. 553-566,2007.
15. Y. Sekine, S. Toyooka, and S. F. Watts, "Determination of acetaldehyde and acetone emanating from human skin using a passive flux sampler-HPLC system," Journal of Chromatography B, vol. 859, pp. 201-207, 2007.
16. A. M. Curran, S. I. Rabin, P. A. Prada, and K. G. Furton, "Comparison of the volatile organic compounds present in human body odor using SPME-GC/MS," Journal of Chemical Ecology, vol. 31, no. 7, pp. 1607-1619,2005.
17. U. R. Bernier, D. L. Kline, D. R. Barnard, C. E. Schreck, and R. A. Yost, "Analysis of human skin emanations by gas chromatography/mass spectrometry. 2. Identification of volatile compounds that are candidate attractants for the yellow fever mosquito (Aedes aegypti)," Anal. Chem., vol. 72, pp. 747-756, 2000.
18. T. Ligor, J. Szeliga, M. Jackowski and B. Buszewski, "Preliminary study of volatile organic compounds from breath and stomach tissue by means of solid phase microextraction and gas chromatography-mass spectrometry," J. Breath Res., vol. 1, pp. 1- 6,2007.
19. M. H. Abraham, "Scales of solute hydrogen bonding: Their construction and application to physicochemical and biochemical processes," Chemical Society Reviews, vol. 22, pp. 73-83, 1993.
20. E. J. Houser, T. E. Mlsna, V. K. Nguyen, R. Chung, R. L. Mowery and R. A. McGill, "Rational materials design of sorbent coatings for explosives: Applications with chemical sensors," Talanta, vol. 54(3), pp. 469-485, 2001.
21. A. Hierlemann, E. T. Zellers, and A. J. Ricco, "Use of Linear Solvation Energy Relationships for Modeling Responses from Polymer-Coated Acoustic-Wave Vapor Sensors," Analytical Chemistry, vol. 73(14), pp. 3458-3466,2001.
22. C. Mintz, K. Burton, W. E. Acree Jr. and M. H. Abraham, "Enthalpy of Solvation correlation for gaseous solutes dissolved in dimethyl sulfoxide and propylene carbonate based on Abraham model," Thermochimica Acta, vol. 459(1-2), pp. 17-25,2007.
23. S. J. Martin, G. C. Frye, and S. D. Senturia, "Dynamics and response of polymer-coated surface acoustic wave devices: Effect of viscoelastic properties and film resonance," Analytical Chemistry, vol. 66(14), pp. 2201-2219,1994.
24. R. D. S. Yadava, R. Kshetrimayum, and M. Khaneja, "Multifrequency characterization of viscoelastic polymers and vapour sensing based on SAW oscillators," Ultrasonics, vol. 49(8), pp. 638-45, 2009.
25. S. K. Jha and R. D. S. Yadava, "Development of Surface Acoustic Wave Electronic Nose using Pattern Recognition System," Def Sci. J., vol. 60 (4), pp. 364-376,2010.
26. R. D. S. Yadava and R. Chaudhary, "Solvation, transduction and independent component analysis for pattern recognition in SAW electronic nose," Sens. Actuators B: Chemical, vol. 113, pp. 1-21, 2006.
27. S. K. Jha, and R. D. S. Yadava, "Preprocessing of SAW Sensor Array Data and Pattern Recognition ", IEEE Sensors J., vol. 9, no. 10, pp. 1202-1208,2009.
28. R. G. Osuna and H. T. Nagle, "Method for Evaluating DataPreprocessing Techniques for Odor Classification with an Array of Gas Sensors," IEEE Trans-Syst. Man Cybern. B, vol. 29 (5), pp. 626-632, 1999.
29. V. H. Tran, H. P. Chan, M. Thurston, P. Jackson, C. Lewis, D. Yates, G. Bell and P. S. Thomas, "Breath analysis of lung cancer patients using an electronic nose detection system," IEEE Sensors J., vol. 10(9), pp. 1514-1518,2010, and references therein.
30. S. Li, "Overview of odor detection instrumentation and the potential for human odor detection in air matrices," MP090053, The MITRE Corporation McLean, Virginia, March 2009.