Abstract

Photoplethysmography (PPG) is a simple method to measure various physiological indices, including heart rate (HR). To prevent motion artifacts, the optimal light wavelength for PPG measurements should be selected. However, this countermeasure has not been examined thoroughly. This study addressed PPG robustness against motion artifacts for different light wavelengths and measuring modes to accurately determine HR. Twelve healthy volunteers underwent motion artifact experiments during PPG measurements, in which they were asked to either remain still or wave their hands horizontally or vertically as fast and rhythmically as possible. Reflectance mode blue (RB), green (RG), red (RR), and near-infrared (RNIR) lights and transmittance mode red (TR) and near-infrared (TNIR) lights were evaluated for PPG signals acquired along with electrocardiogram (for reference HR) and hand acceleration measurements. The analysis revealed that the RB and RG PPG modes increased the signal-to-noise ratio by approximately 8 dB compared to TR PPG, and the HR obtained from both did not exhibit fixed or proportional bias, with a Pearson's correlation coefficient above 0.986. Furthermore, RNIR PPG was superior to TR PPG by approximately 4 dB, and its calculated HR did not show fixed or proportional bias, with a Pearson's correlation coefficient of 0.967. The RR, TNIR, and TR PPG modes showed comparable and inferior performance. Therefore, blue and green lights followed by near-infrared light in reflectance mode are the recommended settings to measure HR using PPG. These findings may serve as guidelines for researchers and engineers to improve PPG measurements and devices.

Highlights

  • Photoplethysmography (PPG) is an easy-to-implement measurement method that allows the determination of various psychophysiological indices [1]

  • Post hoc comparisons revealed that the dc values of Reflectance mode blue (RB), RG, RR, and RNIR PPG were larger than those of transmittance mode red (TR) and TNIR PPG

  • We found that the RB and RG PPG modes show S/N ratios approximately 8 dB higher than TR PPG, that the heart rate (HR) calculated from both modes does not show fixed or proportional bias, and that the Pearson’s correlation is above 0.986

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Summary

Introduction

Photoplethysmography (PPG) is an easy-to-implement measurement method that allows the determination of various psychophysiological indices [1]. It comprises a light source and a photodetector either in the same plane for reflectance mode measurements or facing each other for transmittance mode measurements. Various signal processing techniques, such as filtering, ensemble averaging, and machine learning, have been explored to remove related noise components from PPG measurements [8], [9]. Despite their effectiveness, all these methods are applied after measurement

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