DocumentCode
798429
Title
Assessment of the final metrological characteristics of a MOEMS-based NDIR spectrometer through system modeling and data processing
Author
Calaza, Carlos ; Meca, E. ; Marco, Santiago ; Moreno, Mauricio ; Samitier, J. ; Fonseca, Luis ; Gràcia, I. ; Cané, C.
Author_Institution
Electron. Dept., Univ. of Barcelona, Spain
Volume
3
Issue
5
fYear
2003
Firstpage
587
Lastpage
594
Abstract
A model of a miniaturized non-dispersive infrared (NDIR) gas analysis system, aiming to predict the final system specifications, is presented. It comprises the different elements of the NDIR detector, including a surface micromachined Fabry-Perot tunable filter. These models have been used to estimate the response of the NDIR system to different gas mixtures. Multivariate regression methods like partial least squares allow recovering the true sample composition from the IR absorption spectra measured with the NDIR system, despite the limited selectivity of the filter. Combining model and data processing permits to predict the effect on the final system specification of design parameters. Here, we compare the effect of the technology used for the filter on the system errors.
Keywords
Fabry-Perot interferometers; infrared spectrometers; least squares approximations; micro-optics; optical filters; spectrochemical analysis; Fabry-Perot tunable filter; IR absorption spectra; MOEMS NDIR spectrometer; data processing; gas mixture; metrological characteristics; multivariate regression; nondispersive infrared gas analysis system; partial least squares method; sample composition; surface micromachining; system model; Data processing; Detectors; Electromagnetic wave absorption; Fabry-Perot; Filters; Least squares methods; Modeling; Multivariate regression; Predictive models; Spectroscopy;
fLanguage
English
Journal_Title
Sensors Journal, IEEE
Publisher
ieee
ISSN
1530-437X
Type
jour
DOI
10.1109/JSEN.2003.817672
Filename
1234895
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