Analysis of the component composition of exhaled air using laser spectroscopy and canonical correlation analysis

Abstract

Canonical correlation analysis is adapted to the problem of determining the concentration of molecular components contained in samples of exhaled air. To solve this problem dealt with model spectra in form of linear combination of the absorption spectra of molecular components with unknown coefficients. The absorption spectra were calculated on the basis of databases HITRAN, HITEMP, GEISA. Application of canonical correlation analysis allows us to represent the spectrum of the mixture in the form of a vector whose coordinates are the proportion of the individual components in the mixture.

Original language	English
Title of host publication	21st International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics
Publisher	SPIE
Volume	9680
ISBN (Electronic)	9781628419085
DOIs	https://doi.org/10.1117/12.2205786
Publication status	Published - 2015
Externally published	Yes
Event	21st International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics - Tomsk, Russian Federation Duration: 22 Jun 2015 → 26 Jun 2015

Conference

Conference	21st International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics
Country	Russian Federation
City	Tomsk
Period	22.6.15 → 26.6.15

Keywords

absorption spectra
canonical correlation analysis
samples of exhaled air

ASJC Scopus subject areas

Applied Mathematics
Computer Science Applications
Electrical and Electronic Engineering
Electronic, Optical and Magnetic Materials
Condensed Matter Physics

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10.1117/12.2205786

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Kistenev, Y. V., Borisov, A. V., Shapovalov, A. V., & Nikiforova, O. Y. (2015). Analysis of the component composition of exhaled air using laser spectroscopy and canonical correlation analysis. In 21st International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics (Vol. 9680). [96804C] SPIE. https://doi.org/10.1117/12.2205786

Analysis of the component composition of exhaled air using laser spectroscopy and canonical correlation analysis. / Kistenev, Yury V.; Borisov, Alexey V.; Shapovalov, Aleksandr Vasilievich; Nikiforova, Olga Y.

21st International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics. Vol. 9680 SPIE, 2015. 96804C.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Kistenev, YV, Borisov, AV, Shapovalov, AV & Nikiforova, OY 2015, Analysis of the component composition of exhaled air using laser spectroscopy and canonical correlation analysis. in 21st International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics. vol. 9680, 96804C, SPIE, 21st International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics, Tomsk, Russian Federation, 22.6.15. https://doi.org/10.1117/12.2205786

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