IEEE J Biomed Health Inform. 2022 Feb;26(2):539-549. doi: 10.1109/JBHI.2021.3099208. Epub 2022 Feb 4.
The main aim of this work is to study the effect of the sampling rate of the photoplethysmographic (PPG) signal for pulse rate variability (PRV) analysis. Forehead and finger PPG signals were recorded at 1000 Hz during a rest state, with red and infrared wavelengths, simultaneously with the electrocardiogram (ECG). The PPG sampling rate has been reduced by decimation, obtaining signals at 500 Hz, 250 Hz, 125 Hz, 100 Hz, 50 Hz and 25 Hz. Five fiducial points were computed: apex, up-slope, medium, line-medium and medium interpolate point. The medium point is located in the middle of the up-slope of the pulse. The medium interpolate point is a new proposal as fiducial point that consider the abrupt up-slope of the PPG pulse, so it can be recovered by linear interpolation when the sampling rate is reduced. The error performed in the temporal location of the fiducial points was computed. Pulse period time interval series were obtained from all PPG signals and fiducial points, and compared with the RR intervals obtained from the ECG. Heart rate variability and PRV signals were estimated and classical time and frequency domain indices were computed. The results showed that the medium interpolate point of the PPG pulse was the most accurate fiducial point under different PPG morphologies and sensor locations, when sampling rate was reduced. Being able to reduce the sampling rate to 50 Hz without causing significant changes in time and frequency indices, when medium interpolate point was used as fiducial point.
这项工作的主要目的是研究光体积描记(PPG)信号的采样率对心率变异性(PRV)分析的影响。在休息状态下,同时记录额部和手指的 PPG 信号,使用红色和红外线波长,同时记录心电图(ECG)。通过抽取,将 PPG 采样率降低到 500Hz、250Hz、125Hz、100Hz、50Hz 和 25Hz。计算了五个基准点:顶点、上斜率、中点、中线中点和中点插值点。中点位于脉搏上斜率的中间。中点插值点是一个新的基准点建议,考虑到 PPG 脉搏的急剧上斜率,因此在采样率降低时可以通过线性插值恢复。计算了基准点时间位置的误差。从所有 PPG 信号和基准点获得脉搏周期时间间隔序列,并与 ECG 获得的 RR 间隔进行比较。估计了心率变异性和 PRV 信号,并计算了经典的时频域指数。结果表明,在不同的 PPG 形态和传感器位置下,当采样率降低时,PPG 脉冲的中点插值点是最准确的基准点。当使用中点插值点作为基准点时,能够将采样率降低到 50Hz 而不会导致时间和频率指数发生显著变化。