Real-time vapour sensing using an OFET-based electronic nose and genetic programming

Sensors and Actuators, B: Chemical

Volumn 143, Issue 1, 2009, Pages 365-372

  Wedge, David C ^a   Das, Arindam ^b   Dost, René ^b   Kettle, Jeff ^a   Madec, Marie Beatrice ^a   Morrison, John J ^a   Grell, Martin ^b   Kell, Douglas B ^a   Richardson, Tim H ^b   Yeates, Stephen ^a   Turner, Michael L ^a  

^a UNIVERSITY OF MANCHESTER   (United Kingdom)

^b UNIVERSITY OF SHEFFIELD   (United Kingdom)

Author keywords

Electronic nose; Genetic programming; Multiparametric; OFET; Pattern recognition; Real time

Indexed keywords

ANALYTES; APPLICATION AREA; DATA ANALYSIS TECHNIQUES; DATA COLLECTION; ELECTRONIC NOSE; MULTIPLE PARAMETERS; OFF CURRENT; ON-RESISTANCE; ORGANIC FIELD-EFFECT TRANSISTORS; REAL TIME; TIME LAG; TRUE NEGATIVE RATES; TRUE POSITIVE RATES;

ARTIFICIAL ORGANS; COMPUTER CONTROL SYSTEMS; ELECTRONIC EQUIPMENT; FIELD EFFECT TRANSISTORS; PATTERN RECOGNITION; SEMICONDUCTING POLYMERS;

GENETIC PROGRAMMING;

EID: 71849091500     PISSN: 09254005     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.snb.2009.09.030     Document Type: Article

References (35)

1. Ryan M.A., Zhou H., Buehler M.G., Manatt K.S., Mowrey V.S., Jackson S.P., Kisor A.K., Shevade A.V., and Homer M.L. Monitoring space shuttle air quality using the jet propulsion laboratory electronic nose. IEEE Sens. 4 (2004) 337-347
2. Rajamäki T., Alakomi H.-L., Ritvanen T., Skyttä E., Smolander M., and Ahvenainen R. Application of an electronic nose for quality assessment of modified atmosphere packaged poultry meat. Food Control 17 (2006) 5-13
3. Bourgeois W., Romain A.-C., Nicolas J., and Stuetz R.M. The use of sensor arrays for environmental monitoring: interests and limitations. J. Environ. Monit. 5 (2003) 852-860
4. Fitch J.P., Raber E., and Imbro D.R. Technology challenges in responding to biological or chemical attacks in the civilian sector. Science 302 (2003) 1350-1354
5. Shykhon M.E., Morgan D.W., Dutta R., Hines E.L., and Gardner J.W. Clinical evaluation of the electronic nose in the diagnosis of ear, nose and throat infection: a preliminary study. J. Laryngol. Otol. 118 (2004) 706-709
6. St. Louis R.H., Hill Jr. H.H., and Eiceman G.A. Ion mobility spectrometry in analytical chemistry. Crit. Rev. Anal. Chem. 21 (1990) 321-355
7. Smith P.A., Sng M.T., Eckenrode B.A., Leow S.Y., Koch D., Erickson R.P., Lepage C.R.J., and Hook G.L. Towards smaller and faster gas chromatography-mass spectrometry systems for field chemical detection. J. Chromatogr. A 1067 (2005) 285-294
8. Werle P., Slemr F., Maurer K., Kormann R., Mücke R., and Jänker B. Near- and mid-infrared laser-optical sensors for gas analysis. Optics Lasers Eng. 37 (2002) 101-114
9. Zimmermann S., Wischhusen S., and Müller J. Micro flame ionization detector and micro flame spectrometer. Sens. Actuators B 63 (2000) 159-166
10. Lan Y.-B., Wang S.-Z., Yin Y.-G., Hoffmann W.C., and Zheng X.-Z. Using a surface plasmon resonance biosensor for rapid detection of Salmonella typhimurium in chicken carcass. J. Bionic Eng. 5 (2008) 239-246
11. Chou J. Catalytic combustible gas sensors. In: Chou J. (Ed). Hazardous Gas Monitors (1999), McGraw-Hill, New York, NY, USA 37-45
12. Sinha N., Ma J., Yeow J.T.W., Sinha N., Ma J., and Yeow J.T.W. J. Nanosci. Nanotechnol. 6 (2006) 573-590
13. Arshak K., Moore E., Lyons G.M., Harris J., and Clifford S. A review of gas sensors employed in electronic nose applications. Sens. Rev. 24 (2004) 181-198
14. James D., Scott S.M., Ali Z., and O'Hare W.T. Chemical sensors for electronic nose systems. Micochim. Acta 149 (2005) 1-17
15. Barsan N., Koziej D., and Weimar U. Metal oxide-based gas sensor research: how to?. Sens. Actuators B 121 (2007) 18-35
16. Freund M.S., and Lewis N.S. A chemically diverse conducting polymer-based "electronic nose". Proc. Natl. Acad. Sci. U.S.A. 92 (1995) 2652-2656
17. Walt D.R., and Sternfeld T. The optical nose. In: Baldini F., et al. (Eds). Optical Chemical Sensors (2006), Springer, Berlin 405-415
18. Tatsuma T., Watanabe Y., Oyama N., Kitakizaki K., and Haba M. Multichannel quartz crystal microbalance. Anal. Chem. 71 (1999) 3632-3636
19. Pearce T.C., and Manuel S.-M. Chemical sensor array optimization: geometric and information theoretic approaches. In: Pearce T.C., et al. (Ed). Handbook of Machine Olfaction-Electronic Nose Technology (2003), John Wiley & Sons 347-375
20. Majewski L.A., Schroeder R., and Grell M. Flexible high capacitance gate insulators for organic field effect transistors. J. Phys. D 37 (2004) 21-24
21. Cicoira F., and Santato C. Organic light emitting field effect transistors: advances and perspectives. Adv. Funct. Mater. 17 (2007) 3421-3434
22. Someya T., Sekitani T., Iba S., Kato Y., Kawaguchi H., and Sakurai T. A large-area, flexible pressure sensor matrix with organic field-effect transistors for artificial skin applications. Proc. Natl. Acad. Sci. U.S.A. 101 (2006) 9966-9970
23. Das A., Dost R., Richardson T.H., Grell M., Wedge D.C., Kell D.B., Morrison J.J., and Turner M.L. Low cost, portable, fast multiparameter data acquisition system for organic transistor odour sensors. Sens. Actuators B 137 (2009) 586-591
24. Wilson D.M., Hoyt S., Janata J., Booksh K., and Obando L. Chemical sensors for portable, handheld field instruments. IEEE Sens. 1 (2001) 256-274
25. Torsi L., Dodabalapur A., Sabbatini L., and Zambonin P.G. Multi-parameter gas sensors based on organic thin-film-transistors. Sens. Actuators B 67 (2000) 312-316
26. Crone B., Dodabalapur A., Gelperin A., Torsi L., Katz H.E., Lovinger A.J., and Bao Z. Electronic sensing of vapors with organic transistors. Appl. Phys. Lett. 78 (2001) 2229-2231
27. Torsi L., Tanese M.C., Cioffi N., Gallazzi M.C., Sabbatini L., Zambonin P.G., Raos G., Meille S.V., and Giangregorio M.M. Side-chain role in chemically sensing conducting polymer field-effect transistors. J. Phys. Chem. 107 (2003) 7589-7594
28. 2 layer as gate insulator. Adv. Funct. Mater. 15 (2005) 1017-1022
29. Das A., Dost R., Richardson T., Grell M., Morrison J.J., and Turner M.L. A nitrogen dioxide sensor based on an organic transistor constructed from amorphous semiconducting polymers. Adv. Mater. 19 (2007) 4018-4023
30. Chwang A.B., and Frisbie C.D. Temperature and gate voltage dependent transport across a single organic semiconductor grain boundary. J. Appl. Phys. 90 (2001) 1342-1349
31. Shen I.-W., McCairn M.C., Morrison J.J., and Turner M.L. Synthesis of polytriarylamines via microwave-assisted palladium-catalysed amination. Macromol. Rapid Commun. 28 (2007) 449-455
32. Dost R., Das A., and Grell M. A novel characterization scheme for organic field-effect transistors. J. Phys. D 40 (2007) 3563-3566
33. Gardner J.W., and Bartlett P.N. Electronic Noses: Principles and Applications (1999), Oxford University Press, Oxford
34. Koza J.R. Genetic Programming: On the Programming of Computers by means of Natural Selection, Complex Adaptive Systems (1992), MIT, Cambridge, MA
35. Fawcett T. An introduction to ROC analysis. Pattern Recognit. Lett. 27 (2006) 861-874