Radio Frequency Based Heart Rate Variability Monitoring

Fengyu Wang, Xiaolu Zeng, Chenshu Wu, Beibei Wang, K. Liu
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引用次数: 1

Abstract

Heart Rate Variability (HRV), which measures the fluctuation of heartbeat intervals, has been considered as an important indicator for general health evaluation. In this paper, we present mmHRV, a contact-free HRV monitoring system using commercial millimeter-wave (mmWave) radio. We devise a heartbeat signal extractor, which can optimize the decomposition of the phase of the channel information modulated by the chest movement, and thus estimate the heartbeat signal. The exact time of heartbeats is estimated by finding the peak location of the heartbeat signal while the Inter-Beat Intervals (IBIs) can be further derived for evaluating the HRV metrics. Experimental results show that mmHRV can measure the HRV accurately with 3.68ms average error of mean IBI (w.r.t. 99.49% accuracy) based on the experiments over 10 participants.
基于射频的心率变异性监测
心率变异性(HRV)是衡量心跳间隔波动的指标,一直被认为是一般健康评价的重要指标。在本文中,我们提出了mmHRV,一种使用商用毫米波(mmWave)无线电的无接触HRV监测系统。设计了心跳信号提取器,对胸部运动调制的信道信息进行相位优化分解,从而估计出心跳信号。通过寻找心跳信号的峰值位置来估计心跳的确切时间,而心跳间隔(IBIs)可以进一步导出以评估HRV指标。实验结果表明,mmHRV可以准确测量HRV,平均IBI平均误差为3.68ms (w.r.t准确率为99.49%)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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