Neuro-fuzzy TSK network for calibration of semiconductor sensor array for gas measurements

IEEE Transactions on Instrumentation and Measurement

Volumn 53, Issue 3, 2004, Pages 630-637

  Osowski, Stanislaw ^a,b   Linh, Tran Hoai ^a   Brudzewski, Kazimierz ^a  

^a WARSAW UNIVERSITY OF TECHNOLOGY   (Poland)

^b MILITARY UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

Gas measurement; Neuro fuzzy Takagi Sugeno Kang (TSK) network; Semiconductor sensor calibration

Indexed keywords

ALGORITHMS; ARRAYS; CALIBRATION; CHEMICAL SENSORS; ESTIMATION; FUZZY SETS; SEMICONDUCTOR DEVICES;

ARTIFICIAL NOSE; GASEOUS MIXTURES; SEMICONDUCTOR SENSOR CALIBRATION; TAKAGI SUGENO KANG NETWORK;

NEURAL NETWORKS;

EID: 2942574399     PISSN: 00189456     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIM.2004.827318     Document Type: Article

References (12)

1. J. S. Jang, C. T. Sun, and E. Mizutani, Neuro-Fuzzy and Soft Computing. Englewood Cliffs, NJ: Prentice-Hall, 1997.
2. T. Takagi and M. Sugeno, "Fuzzy identification of systems and its application to modeling and control," IEEE Trans. Syst. Man Cybern., vol. 15, pp. 116-132, Feb. 1985.
3. L.-X. Wang, Adaptive Fuzzy Systems and Control, Design and Stability Analysis. Englewood Cliffs, NJ: Prentice-Hall, 1994.
4. R. Yager and D. Filev, Essentials of Fuzzy Modeling and Control. New York: Wiley, 1994.
5. L. A. Zadeh, The Concept of a Linguistic Variable and Its Application to Approximate Reasoning, Part 1-2, 1975, vol. 8, Information Sciences, pp. 199-249.
6. C. Di Natale, F. A. M. Davide, A. D'Amico, W. Gopel, and U. Weimar, "Sensor array calibration with enhanced neural networks," Sens. Actuators A, vol. 27, pp. 654-657, 1994.
7. V. Sommer, P. T. Tobias, D. Kohl, H. Sundgren, and I. Lundstrom, "Neural networks and abductive networks for chemical sensor signals: a case comparison," Sens. Actuators B, vol. 28, pp. 217-222, 1995.
8. S. Osowski and K. Brudzewski, "Fuzzy self-organizing hybrid neural network for gas analysis system," IEEE Trans. Instrum. Meas., vol. 48, pp. 234-237, Feb. 2000.
9. L. Tran Hoai, "Neuro-fuzzy networks for classification and estimation," Ph.D. dissertation, Warsaw Univ. Technol., Warsaw, Poland, 2000.
10. C. F. Juang and C. T. Lin, "An on-line self-constructing neural fuzzy inference network and its applications," IEEE Trans. Fuzzy Syst., vol. 6, pp. 12-32, Feb. 1998.
11. M. R. Emami, I. B. Turksen, and A. A. Goldenberg, "Development of a systematic methodology of fuzzy logic modeling," IEEE Trans. Fuzzy Syst., vol. 6, pp. 346-368, Apr. 1998.
12. S. Abe and R. Thawonmas, "A fuzzy classifier with ellipsoidal regions," IEEE Trans. Fuzzy Syst., vol. 5, pp. 358-368, Apr. 1997.