Comparison of Different Wavelengths for Estimating HbA1c and SpO₂ Noninvasively Using Beer-Lambert Law and Photon Diffusion Theory Derived Models 


Vol. 46,  No. 8, pp. 1301-1308, Aug.  2021
10.7840/kics.2021.46.8.1301


PDF
  Abstract

Photoplethysmography (PPG) is a widely used method for detecting the blood volume changes in the limbs of human body using different wavelengths of light. Many physiological parameters are estimated through the use of the PPG signals in recent studies including glycated hemoglobin (HbA1c) and blood oxygenation (SpO2). However, the processes of estimating the physiological parameters are dependent on the wavelengths of light used to acquire the PPG signal. In this study, we compare wavelengths from 300nm to 1100nm for four models to estimate HbA1c and SpO2 levels with higher accuracy. These four models were constructed from Beer-Lambert and photon diffusion theories. From the analyses of 300nm to 1100nm, it is seen that the best sets of wavelengths are found to be {426nm, 721nm, 1100nm} and {426nm, 678nm, 1100nm} for two Beer-Lambert based models, respectively. On the other hand, for both of the photon diffusion-based models, the {426nm, 384nm, 1100nm} set is found to be the best performing wavelengths. Moreover, from the analysis of the six widely used wavelengths in different PPG systems, the {465nm, 525nm, 660nm} is found to be the best performing set of wavelengths that results in higher accuracy for HbA1c and SpO2 estimation using all four models.

  Statistics
Cumulative Counts from November, 2022
Multiple requests among the same browser session are counted as one view. If you mouse over a chart, the values of data points will be shown.


  Cite this article

[IEEE Style]

S. Hossain and K. Kim, "Comparison of Different Wavelengths for Estimating HbA1c and SpO₂ Noninvasively Using Beer-Lambert Law and Photon Diffusion Theory Derived Models," The Journal of Korean Institute of Communications and Information Sciences, vol. 46, no. 8, pp. 1301-1308, 2021. DOI: 10.7840/kics.2021.46.8.1301.

[ACM Style]

Shifat Hossain and Ki-Doo Kim. 2021. Comparison of Different Wavelengths for Estimating HbA1c and SpO₂ Noninvasively Using Beer-Lambert Law and Photon Diffusion Theory Derived Models. The Journal of Korean Institute of Communications and Information Sciences, 46, 8, (2021), 1301-1308. DOI: 10.7840/kics.2021.46.8.1301.

[KICS Style]

Shifat Hossain and Ki-Doo Kim, "Comparison of Different Wavelengths for Estimating HbA1c and SpO₂ Noninvasively Using Beer-Lambert Law and Photon Diffusion Theory Derived Models," The Journal of Korean Institute of Communications and Information Sciences, vol. 46, no. 8, pp. 1301-1308, 8. 2021. (https://doi.org/10.7840/kics.2021.46.8.1301)

Search
(IN TITLE, AUTHOR, ABSTRACT,KEYWORDS)

Advanced Search ▼

POPULAR KEYWORDS
(TOP 10 KEYWORDS)

Recent Publications
(LAST 3 YEARS)






pISSN : 1226 - 4717
eISSN : 2287 - 3880