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

Yury V. Kistenev, Alexey V. Borisov, Aleksandr Vasilievich Shapovalov, Olga Y. Nikiforova

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

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 languageEnglish
Title of host publication21st International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics
PublisherSPIE
Volume9680
ISBN (Electronic)9781628419085
DOIs
Publication statusPublished - 2015
Externally publishedYes
Event21st International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics - Tomsk, Russian Federation
Duration: 22 Jun 201526 Jun 2015

Conference

Conference21st International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics
CountryRussian Federation
CityTomsk
Period22.6.1526.6.15

Fingerprint

Laser Spectroscopy
Canonical Correlation Analysis
Laser spectroscopy
laser spectroscopy
Absorption spectra
Absorption Spectra
air
Air
Chemical analysis
absorption spectra
Linear Combination
proportion
Proportion
Unknown
Coefficient
coefficients
Form
Model

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

Cite this

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 proceedingConference 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
Kistenev YV, Borisov AV, Shapovalov AV, Nikiforova OY. 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. SPIE. 2015. 96804C https://doi.org/10.1117/12.2205786
Kistenev, Yury V. ; Borisov, Alexey V. ; Shapovalov, Aleksandr Vasilievich ; Nikiforova, Olga Y. / Analysis of the component composition of exhaled air using laser spectroscopy and canonical correlation analysis. 21st International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics. Vol. 9680 SPIE, 2015.
@inproceedings{7dfd554ab5484f1cb3ce22d8836683b2,
title = "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.",
keywords = "absorption spectra, canonical correlation analysis, samples of exhaled air",
author = "Kistenev, {Yury V.} and Borisov, {Alexey V.} and Shapovalov, {Aleksandr Vasilievich} and Nikiforova, {Olga Y.}",
year = "2015",
doi = "10.1117/12.2205786",
language = "English",
volume = "9680",
booktitle = "21st International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics",
publisher = "SPIE",

}

TY - GEN

T1 - Analysis of the component composition of exhaled air using laser spectroscopy and canonical correlation analysis

AU - Kistenev, Yury V.

AU - Borisov, Alexey V.

AU - Shapovalov, Aleksandr Vasilievich

AU - Nikiforova, Olga Y.

PY - 2015

Y1 - 2015

N2 - 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.

AB - 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.

KW - absorption spectra

KW - canonical correlation analysis

KW - samples of exhaled air

UR - http://www.scopus.com/inward/record.url?scp=84963601448&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84963601448&partnerID=8YFLogxK

U2 - 10.1117/12.2205786

DO - 10.1117/12.2205786

M3 - Conference contribution

VL - 9680

BT - 21st International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics

PB - SPIE

ER -