Explosive gas recognition system using thick film sensor array and neural network

Sensors and Actuators, B: Chemical

Volumn 71, Issue 1-2, 2000, Pages 90-98

  Lee, Dae Sik ^a   Jung, Ho Yong ^a   Lim, Jun Woo ^a   Lee, Minho ^a   Ban, Sang Woo ^a   Huh, Jeung Soo ^a   Lee, Duk Dong ^a  

^a Kyungpook National University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BACKPROPAGATION; COMPUTER SIMULATION; ERROR ANALYSIS; EXPLOSIVES; MULTILAYER NEURAL NETWORKS; PATTERN MATCHING; SEMICONDUCTING TIN COMPOUNDS; SENSITIVITY ANALYSIS; STATISTICAL METHODS; SUBSTRATES; THICK FILMS;

EXPLOSIVE GAS RECOGNITION SYSTEMS; PRINCIPAL COMPONENT ANALYSIS (PCA) METHOD; THICK FILM SENSOR ARRAYS;

CHEMICAL SENSORS;

EID: 0034323303     PISSN: 09254005     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0925-4005(00)00614-6     Document Type: Article

References (24)

1. Yea B., Konishi R., Osaki T., Sugahara K. The discrimination of many kinds of odor species using fuzzy reasoning and neural networks. Sens. Actuators A. 45:1994;159-165.
2. J.W. Gardner, P.N. Bartlett (Ed.), Sensors and sensory systems for an electronic nose, NATO advanced research workshop, Reykjavik, 1991.
3. Gardner J.W. A brief history of electronic noses. Sens. Actuators B. 18/19:1994;211-220.
4. Getino J., Gutierrez J., Ares L., Robla J.I., Horrillo M.C. Integrated sensor array for gas analysis in combustion atmospheres. Sens. Actuators B. 33:1996;128-133.
5. Horrillo M.C., Getino J., Ares L., Gutierrez F.J. Measurements of VOCs with a semiconductor electronic nose. J. Electrochem. Soc. 145(7):1998;2486-2489.
6. 2. Sens. Actuators B. 1:1990;93-96.
7. x exhausts. Sens. Actuators B. 35/36:1996;409-418.
8. Persaud K.C., Khaffaf S.M., Payne J.S., Lee D.H., Byun H.G. Sensor array techniques of mimicking the mammalian olfactory system. Sens. Actuators B. 35/36:1996;267-273.
9. Mandenius C.-F., Eklov T., Lundstrom I. Sensor fusion with on-line gas emission multisensor arrays and standard process measuring devices in Baker's yeast manufacturing process. Biotechnol. Bioeng. 55(2):1997;427-438.
10. Anistimkin V.I., Krystal R.G., Medved A.V., Verona E., Zemlyakov V.E. Integrated array of gas sensors. Electron. Lett. 34(13):1998;1360-1361.
11. J. Mitrovics, U. Weimar, W. Gopel, Linearisation in multicomponent analysis based on a hybrid sensor array with 19 sensor elements, Transducer'95, Stockholm, Sweden, 1995, pp. 707-710.
12. 2(Ca)/Pt thick film using Pt electrode for hydrocarbon gases. J. Korean Sens. Soc. 4(2):1995;31-44.
13. D.D. Lee, Hydrocarbon gas sensors, Chemical Sensor Technology, Vol. 5, Kodansha Ltd., 1994, pp. 79-99.
14. 2-x thin film with added Pt fabricated by the dipping method. Sens. Actuators B. 1:1989;301-305.
15. 2 based thick film gas sensors. Thin Solid Films. 444:1992;304-310.
16. J.H. Sung, Y.S. Lee, B.H. Kang, J.W. Lim, D.D. Lee, Sensing characteristics of tin oxide/gold sensor prepared by coprecipitation method, in: Proceedings of the seventh International conference of Chemical Sensors, Beijing, China, 1998, pp. 819-821.
17. Seiyama T. Denki Kagaku. 40:1972;244-250.
18. N. Yamazoe, N. Miura, Some basic aspects of semiconductor gas sensors, Chemical Sensor Technology, Vol. 4, Kodansha Ltd., Tokyo, Japan, 1992, pp. 19-42.
19. 2 untrafine praticles by additives. J. Mater. Sci. 27:1992;963-971.
20. 2. Denki Kagaku. 58(12):1990;1143-1148.
21. B.D. Cullity, Elements X-ray Diffraction, 2nd Edition, Addison Wesley, London, 1978.
22. A. Hierlemann, M. Schweizer, U. Weimar, W. Gopel, Pattern recognition and multicomponent analysis, Sensors update, VCH, Weinheim, Germany, 1996.
23. P.D. Wasserman, Neural Computing Theory and Practice, VNR, NY, USA, 1989.
24. S. Haykin, Neural Networks a Comprehensive Foundation, Macmillan, NY, USA, 1994.