Improved Contactless Heartbeat Estimation in FMCW Radar via Kalman Filter Tracking

被引:73
作者
Arsalan, Muhammad [1 ]
Santra, Avik [1 ]
Will, Christoph [1 ]
机构
[1] Infineon Technol AG, D-85579 Neubiberg, Germany
关键词
Sensor signal processing; adaptive filtering; frequency-modulated continuous-wave (FMCW) radar; Kalman filter; vital sensing; ARCHITECTURE;
D O I
10.1109/LSENS.2020.2983706
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Radar systems enable a contactless, noninvasive method to simultaneously monitor the respiration and heart rate of a human target. To enhance the stability and accuracy of the detected heart rate, this letter introduces a Kalman filter-based tracking of the heartbeat signal. After providing a first rough estimation, the bandwidth of the applied band-pass filter is successively narrowed down, and the filter limits are steadily updated with respect to the current heart rate of the target. Measurement segments with random body movements are automatically identified and consequentially ignored for the Kalman filter update. The functionality of the proposed algorithm is proven by various verification measurements using a 60-GHz frequency-modulated continuous-wave radar system. The determined heart rates are compared to the output of a commercial chest belt. Measurement data with common breathing, as well as during breath-holding, were recorded for 14 different subjects.
引用
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页数:4
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