Statistical approach to the analysis of the composition of multicomponent gas mixtures using absorption laser spectroscopy

Abstract

The possibility of the inverse spectroscopic problem solution for multicomponent gas mixtures based on the use of principal component analysis is discussed. The analysis revealed usefulness of principal component analysis to estimate the parameters of the components in a case of investigation of exhaled air samples from various groups of patients.

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/10.1117/12.2205747
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

exhaled air
multicomponent gas mixtures
principal component analysis

ASJC Scopus subject areas

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

Access to Document

10.1117/12.2205747

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Statistical approach to the analysis of the composition of multicomponent gas mixtures using absorption laser spectroscopy. / Kistenev, Yury V.; Borisov, Alexey V.; Shapovalov, Aleksandr Vasilievich.

21st International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics. Vol. 9680 SPIE, 2015. 968044.

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

Kistenev, YV, Borisov, AV & Shapovalov, AV 2015, Statistical approach to the analysis of the composition of multicomponent gas mixtures using absorption laser spectroscopy. in 21st International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics. vol. 9680, 968044, SPIE, 21st International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics, Tomsk, Russian Federation, 22.6.15. https://doi.org/10.1117/12.2205747

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abstract = "The possibility of the inverse spectroscopic problem solution for multicomponent gas mixtures based on the use of principal component analysis is discussed. The analysis revealed usefulness of principal component analysis to estimate the parameters of the components in a case of investigation of exhaled air samples from various groups of patients.",

keywords = "exhaled air, multicomponent gas mixtures, principal component analysis",

author = "Kistenev, {Yury V.} and Borisov, {Alexey V.} and Shapovalov, {Aleksandr Vasilievich}",

year = "2015",

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AU - Shapovalov, Aleksandr Vasilievich

PY - 2015

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