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 | |
| 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
- 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
Cite this
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
}
TY - GEN
T1 - Statistical approach to the analysis of the composition of multicomponent gas mixtures using absorption laser spectroscopy
AU - Kistenev, Yury V.
AU - Borisov, Alexey V.
AU - Shapovalov, Aleksandr Vasilievich
PY - 2015
Y1 - 2015
N2 - 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.
AB - 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.
KW - exhaled air
KW - multicomponent gas mixtures
KW - principal component analysis
UR - http://www.scopus.com/inward/record.url?scp=84963491100&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84963491100&partnerID=8YFLogxK
U2 - 10.1117/12.2205747
DO - 10.1117/12.2205747
M3 - Conference contribution
VL - 9680
BT - 21st International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics
PB - SPIE
ER -