Estimation of average heart rate and blood oxygen saturation via photoplethysmography analysis

光容积图 脱氧血红蛋白 脉搏血氧仪 氧饱和度 红外线的 材料科学 吸收(声学) 生物医学工程 光学 血红蛋白 氧气 计算机科学 化学 计算机视觉 物理 医学 滤波器(信号处理) 有机化学 生物化学 麻醉
作者
Yuan Liu,Jitong Ma
标识
DOI:10.1117/12.3040121
摘要

Red light and infrared light are commonly employed in the acquisition of Photoplethysmography (PPG) signals due to the differential absorption properties of human tissues across various wavelengths. Hemoglobin (Hb) absorbs red light (660nm), which upon passing through the skin, gets absorbed and reflected by the skin. Minute fluctuations in pulse movements modulate the absorption of red light, enabling the estimation of heart rate. Infrared light (940nm), on the other hand, is predominantly transmitted through the skin and other tissues due to its lesser absorption by water and tissues. This property allows infrared light to penetrate deeper into tissues and traverse through the blood. The attenuation of infrared light can be attributed to its absorption by blood in the vessels under skin, which facilitates the estimation of blood oxygen saturation (SpO2). Thus, a single sensor that combines the red and infrared light can provide insights into both heart rate and blood oxygen levels, making it a standard application in medical monitoring and health tracking. In the experiments, fast Fourier transform (FFT) analysis was employed to obtain the hemoglobin SpO2 values. The optimization process focused on several variables: (i) the total collection period; (ii) processing of hexadecimal to decimal conversion and overflow values; (iii) sampling rate of the data; and (iv) the resolution of spectral analysis outputs. The optimization was intended to identify the minimum sampling rate and the minimum number of discrete data points at which the SpO2 accuracy could be secured. The findings revealed that with a sampling rate of 15 Hz and a collection period of 4.3 s, the SpO2 accuracy can be maintained at an acceptable level by 64-point FFT computation.

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