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首页> 外文期刊>IEEE Transactions on Biomedical Engineering >Noncontact Accurate Measurement of Cardiopulmonary Activity Using a Compact Quadrature Doppler Radar Sensor
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Noncontact Accurate Measurement of Cardiopulmonary Activity Using a Compact Quadrature Doppler Radar Sensor

机译:使用紧凑型正交多普勒雷达传感器对心肺活动进行非接触式精确测量

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摘要

The designed sensor enables accurate reconstruction of chest-wall movement caused by cardiopulmonary activities, and the algorithm enables estimation of respiration, heartbeat rate, and some indicators of heart rate variability (HRV). In particular, quadrature receiver and arctangent demodulation with calibration are introduced for high linearity representation of chest displacement; 24-bit ADCs with oversampling are adopted for radar baseband acquisition to achieve a high signal resolution; continuous-wavelet filter and ensemble empirical mode decomposition (EEMD) based algorithm are applied for cardio/pulmonary signal recovery and separation so that accurate beat-to-beat interval can be acquired in time domain for HRV analysis. In addition, the wireless sensor is realized and integrated on a printed circuit board compactly. The developed sensor system is successfully tested on both simulated target and human subjects. In simulated target experiments, the baseband signal-to-noise ratio (SNR) is 73.27 dB, high enough for heartbeat detection. The demodulated signal has 0.35% mean squared error, indicating high demodulation linearity. In human subject experiments, the relative error of extracted beat-to-beat intervals ranges from 2.53% to 4.83% compared with electrocardiography (ECG) R-R peak intervals. The sensor provides an accurate analysis for heart rate with the accuracy of 100% for $p$ = 2% and higher than 97% for $p$ = 1%.
机译:设计的传感器能​​够准确地重建由心肺活动引起的胸壁运动,并且该算法可以估算呼吸,心跳率以及一些心率变异性(HRV)指标。尤其是,采用正交接收器和带校准的反正切解调技术来实现胸部位移的高线性度表示。雷达基带采集采用过采样的24位ADC,以实现高信号分辨率。基于连续小波滤波和整体经验模态分解(EEMD)的算法被用于心肺信号的恢复和分离,从而可以在时域中获取准确的心跳间隔以进行HRV分析。另外,无线传感器被紧凑地实现并集成在印刷电路板上。所开发的传感器系统已在模拟目标和人类受试者上成功进行了测试。在模拟目标实验中,基带的信噪比(SNR)为73.27 dB,足以检测到心跳。解调后的信号具有0.35%的均方误差,表明高解调线性度。在人类受试者实验中,与心电图(ECG)R-R峰值间隔相比,所提取的逐搏间隔的相对误差范围为2.53%至4.83%。传感器提供准确的心率分析,对于$ p $ = 2%的准确度为100%,对于$ p $ = 1%的准确度高于97%。

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