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Abstracts
In gas sensing applications we often use sensors which have poor selectivity. Such sensors are mature, cheap devices with simple application circuits. Unfortunately, their cross sensitivity greatly restricts their usefulness when used in systems which employs univariate analysis. One method which allows to overcome this difficulty is utilization of multivariate analysis methods applied to the response from the group of such non-selective sensors. This work presents the multivariate, pattern recognition system utilized to process the response of an array of non-selective semiconductor sensors to obtain the qualitative information.
Discipline
Journal
Year
Volume
Issue
Pages
A-239-A-242
Physical description
Dates
published
2008-12
Contributors
author
- Institute of Physics, Department of Optoelectronics, Silesian University of Technology, Krzywoustego 2, 44-100 Gliwice, Poland
author
- Institute of Physics, Department of Optoelectronics, Silesian University of Technology, Krzywoustego 2, 44-100 Gliwice, Poland
author
- Institute of Physics, Department of Optoelectronics, Silesian University of Technology, Krzywoustego 2, 44-100 Gliwice, Poland
References
- 1. C. Di Natale, F. Davide, A. D'Amico, Sensors Actuators B 23, 111 (1995)
- 2. R. Gutierrez-Osuna, IEEE Sensors J. 2, 189 (2002)
- 3. R. Gutierrez-Osuna, H. Troy Nagle, IEEE Trans. Systems, Man, Cybernetics-Part B: Cybernetics 29, 626 (1999)
- 4. Y. Yin, X. Tian, Sensors Actuators B 124, 393 (2007)
- 5. E. Martinelli, C. Falconi, A. D'Amicoa, C. Di Natale, Sensors Actuators B 95, 132 (2003)
- 6. Y. Tang, Frontiers Computer Sci. China 2, 268 (2008)
- 7. E. Cantu-Paz, S. Newsam, C. Kamath, in: Proc. 10th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, Seattle (WA, USA) 2004, Eds. W. Kim, R. Kohavi, J. Gehrke, W. DuMouchel, ACM Press, Seattle 2004, p. 788
- 8. W. Göpel, K.D. Schierbaum, Sensors Actuators B 26-27, 1 (1995)
- 9. G. Korotcenkov, Mater. Sci. Eng. B 139, 1 (2007)
- 10. A. Perera, T. Sundic, A. Pardo, R. Gutierrez-Osuna, S. Marco, Sensors J., IEEE 2, 235 (2002)
- 11. L. De Lathauwer, B. De Moor, J. Vandewalle, J. Chemometrics 14, 123 (2000)
- 12. J.F. Cardoso, A. Souloumiac, IEEE Proc. F 140, 362 (1993)
Document Type
Publication order reference
Identifiers
YADDA identifier
bwmeta1.element.bwnjournal-article-appv114n6a38kz