Systematic Heartbeat Monitoring using a FMCW mm-Wave Radar

Shanling Ji, Haiying Wen, Jian-Kang Wu, Zhisheng Zhang, Kunkun Zhao
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引用次数: 9

Abstract

Radar health monitoring system has been demonstrated superiority in noncontact monitoring of vital signs. However, the heartbeat extraction from radar signal is heavily affected by respiratory interference. For the sake of heartbeat reconstruction accuracy, we propose here a real time systematic heart beat monitoring method using Frequency Modulation Continuous Wave (FMCW) mm-wave radar, referred to as SHB. The SHB consists of two major steps. In the enhancement step, the differential operation is applied to FMCW phase variation signal to enhance heartbeat components and harmonics, and band pass filter is used to eliminate the respiration interference. Then in the heartbeat waveform reconstruction step, the heartbeat reconstruction from its harmonics formula is proposed. Finally, a Kalman filter is used to further improve heartbeat waveform quality. The preliminary experimental results have shown the estimated error is 1.97%-4.26%.
基于FMCW毫米波雷达的系统心跳监测
雷达健康监测系统在非接触式生命体征监测方面已显示出优越性。然而,从雷达信号中提取心跳信号受呼吸干扰的影响较大。为了提高心跳重建的准确性,我们提出了一种利用调频连续波(FMCW)毫米波雷达(简称SHB)进行实时系统心跳监测的方法。SHB包括两个主要步骤。在增强步骤中,对FMCW相位变化信号进行差分运算,增强心跳分量和谐波,并采用带通滤波器消除呼吸干扰。然后,在心跳波形重建步骤中,提出了基于心跳谐波公式的心跳重建方法。最后,利用卡尔曼滤波进一步提高心跳波形质量。初步实验结果表明,估计误差为1.97% ~ 4.26%。
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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