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 | |
| 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 |
Fingerprint
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
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
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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 -