光学与光电技术2024,Vol.22Issue(2) :92-99.

基于幅值与相位差判据的Rife算法的脉率测量方法

Pulse Rate Measurement Method Based on Amplitude and Phase Difference Criterion Using Rife Algorithm

李毅 王凤森 吕恒 朱涛 朱佳兵 刘彩彩
光学与光电技术2024,Vol.22Issue(2) :92-99.

基于幅值与相位差判据的Rife算法的脉率测量方法

Pulse Rate Measurement Method Based on Amplitude and Phase Difference Criterion Using Rife Algorithm

李毅 1王凤森 1吕恒 1朱涛 1朱佳兵 1刘彩彩1
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作者信息

  • 1. 武汉中旗生物医疗电子有限公司,湖北武汉 430206
  • 折叠

摘要

针对光电容积脉搏波在低灌注时,脉率测量精度较低的问题,通过分析FFT幅值与相位差特性,提出了一种基于幅值与相位差判据的Rife算法的脉率测量方法.该方法基于Rife算法在相邻频率中心区域鲁棒性较好的特点,采用新的判据对信号进行频移处理,从而获得更高的脉率测量精度.对建立的脉搏波模型进行仿真,结果表明信噪比在-14dB的条件下,所提方法与I-Rife算法性能相当,相对于Rife算法减少了大约15%的修正方向误判率,且FFT点数在103~104的数量级条件下,所提方法相对于I-Rife算法减少了25%以上的计算量.同时使用脉搏波信号进行实验,结果表明所提方法具有较高的测量精度与稳定性.该测量方法测量精度更高,为人体脉率测量提供了一种新的思路.

Abstract

Aiming at the problem of low pulse rate measurement accuracy of photoplethysmography in low perfusion,by analyzing the characteristics of FFT amplitude and phase difference,a pulse rate measurement method based on amplitude and phase difference criterion by using Rife algorithm is proposed.This method is based on the robustness of the Rife algorithm in the adjacent frequency center area,and uses a new criterion to process the frequency shift of the signal,so as to obtain a higher pulse rate measurement accuracy.The established pulse wave model is simulated,and the results show that under the condition of signal-to-noise ratio of-14 dB,the performance of the proposed method is equivalent to that of the I-Rife algorithm,and the correction direction misjudgment rate is reduced by about 15%compared with the Rife algorithm.Under the condition that the number of points is in the order of magnitude,the proposed method reduces the calculation amount by more than 25%compared with the I-Rife algorithm.At the same time,the pulse wave signal is used for experiments,and the results show that the proposed method has high measurement accuracy and stability.The new measurement method has higher measurement accuracy and provides a new way of thinking for the measurement of human pulse rate.

关键词

低灌注/脉率测量/FFT幅值/相位差/Rife算法

Key words

low perfusion/pulse rate measurement/FFT amplitude/phase difference/Rife algorithm

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出版年

2024
光学与光电技术
华中光电技术研究所 武汉光电国家实验室 湖北省光学学会

光学与光电技术

CSTPCD
影响因子:0.351
ISSN:1672-3392
参考文献量17
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