Determination of component concentrations in models of exhaled air samples using principal component analysis and canonical correlation analysis

Yu V. Kistenev, A. V. Borisov, A. V. Shapovalov

Результат исследований: Материалы для книги/типы отчетовМатериалы для конференции

5 Цитирования (Scopus)

Аннотация

We consider the problem of finding concentrations of molecular gases in the models of exhaled air samples in terms of their absorption spectra. We introduce model spectra describing the exhaled air samples as linear combinations of the absorption spectra of individual molecular gases with given coefficients. The absorption spectra are calculated on the basis of the database HITRAN. The concentrations are determined using Principal Component Analysis and Canonical Correlation Analysis.

Язык оригиналаАнглийский
Название основной публикацииInternational Conference on Atomic and Molecular Pulsed Lasers XII
ИздательSPIE
Том9810
ISBN (электронное издание)9781510600515
DOI
СостояниеОпубликовано - 2015
Опубликовано для внешнего пользованияДа
СобытиеInternational Conference on Atomic and Molecular Pulsed Lasers XII - Tomsk, Российская Федерация
Продолжительность: 13 сен 201518 сен 2015

Конференция

КонференцияInternational Conference on Atomic and Molecular Pulsed Lasers XII
СтранаРоссийская Федерация
ГородTomsk
Период13.9.1518.9.15

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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  • Цитировать

    Kistenev, Y. V., Borisov, A. V., & Shapovalov, A. V. (2015). Determination of component concentrations in models of exhaled air samples using principal component analysis and canonical correlation analysis. В International Conference on Atomic and Molecular Pulsed Lasers XII (Том 9810). [98101Z] SPIE. https://doi.org/10.1117/12.2225575