PRT Shaping Method for Heart Rate Variability Monitoring Using Phase- and Quadrature Self-Injection-Locked (PQSIL) Radar

IF 4.5 1区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Microwave Theory and Techniques Pub Date : 2024-08-15 DOI:10.1109/TMTT.2024.3439522
Ju-Yin Shih;Ji-Xun Zhong;Yu-Jen Chu;Fu-Kang Wang
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Abstract

This article proposes a PRT shaping algorithm, which is used in conjunction with a 2.4-GHz phase- and quadrature self-injection-locked (PQSIL) radar for noncontact heart rate variability (HRV) monitoring. To validate the demodulated signal measured from the radar system, experiments were conducted on actuators executing minute variable-frequency motions, which could be recovered without distortion. The PRT shaping algorithm for enhancing the heartbeat features and obtaining the HRV was processed in the time domain to avoid the tradeoff between the window length and frequency resolution typically encountered in frequency-domain analysis. Specifically, the breathing-related motion was first removed from the signal, and the heartbeat features were enhanced via autocorrelation. Subsequently, one-cycle segmentation was performed before using the PRT model to eliminate the initial peak deviation within a heartbeat cycle duration, based on the cardiac rhythm corresponding to the P, R, and T waves. The R peaks of the waveforms obtained after PRT shaping were compared with those of a reference electrocardiogram (ECG) signal. For experimental verification, noncontact HRV monitoring was performed for five subjects seated 1-m away from the radar. The feasibility of the proposed method was verified in terms of various evaluation indicators for HRV analysis, including an overall average mean relative error (MRE) of <2% and a 5 beats per minute (bpm) accuracy of 100%.
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利用相位和正交自注入锁定 (PQSIL) 雷达的 PRT 整形法监测心率变异性
本文提出了一种PRT整形算法,该算法与2.4 ghz相位和正交自注入锁定(PQSIL)雷达结合使用,用于非接触式心率变异性(HRV)监测。为了验证从雷达系统中测量到的解调信号,在执行微小变频运动的执行器上进行了实验,实验结果可以在不失真的情况下恢复。为了避免频域分析中窗长和频率分辨率之间的折衷问题,在时域内对增强心跳特征和获取HRV的PRT整形算法进行了处理。具体而言,首先从信号中去除与呼吸相关的运动,并通过自相关增强心跳特征。随后,根据P波、R波和T波对应的心律,在使用PRT模型消除心跳周期持续时间内的初始峰值偏差之前,进行一周期分割。将PRT整形后波形的R峰与参考心电图信号的R峰进行比较。为了实验验证,对5名受试者进行了非接触式心率波动监测,受试者坐在距离雷达1米的地方。通过HRV分析的各项评价指标验证了该方法的可行性,包括总体平均相对误差(MRE) <2%,每分钟5次(bpm)的准确率为100%。
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来源期刊
IEEE Transactions on Microwave Theory and Techniques
IEEE Transactions on Microwave Theory and Techniques 工程技术-工程:电子与电气
CiteScore
8.60
自引率
18.60%
发文量
486
审稿时长
6 months
期刊介绍: The IEEE Transactions on Microwave Theory and Techniques focuses on that part of engineering and theory associated with microwave/millimeter-wave components, devices, circuits, and systems involving the generation, modulation, demodulation, control, transmission, and detection of microwave signals. This includes scientific, technical, and industrial, activities. Microwave theory and techniques relates to electromagnetic waves usually in the frequency region between a few MHz and a THz; other spectral regions and wave types are included within the scope of the Society whenever basic microwave theory and techniques can yield useful results. Generally, this occurs in the theory of wave propagation in structures with dimensions comparable to a wavelength, and in the related techniques for analysis and design.
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