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

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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  • 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