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 |
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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 |
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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