Micromachines · 2022 · 23 citations · 25 references
EngineeringBioengineeringBiomedical EngineeringBiomedical Signal ProcessingPhysiological Systems ModelingTime Series AnalysisCardiac Signal ProcessingDigital Signal ProcessingRadar Signal ProcessingRadar SystemsRespiratory Signal AnalysisSignal ProcessingCardiac Monitoring SystemsHeart RateHeart Rate MonitoringHeartbeat MonitoringRecursive Least Squares FilteringSignalsSpectrum Analysis
This paper proposes a real-time heart rate detection method based on 77 GHz FMCW radar. Firstly, the method establishes a new motion model according to respiratory and heartbeat rules, and extracts the motion signals of the chest and the abdomen; then, the random body motion (RBM) signal is eliminated by a combination of polynomial fitting and recursive least squares (RLS) adaptive filtering; lastly, multi-detection-point adaptive harmonics cancellation (AHC) is used to eliminate respiratory harmonics. In addition, the method introduces a spectrum analysis algorithm based on linear predictive coding (LPC). The experimental results show that the method can effectively eliminate the RBM signal and respiratory harmonics, and that the average real-time heart rate detection error rate is 2.925%.
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Fu-Kang Wang, Tzyy‐Sheng Horng, Kang-Chun Peng et al. · IEEE Transactions on Microwave Theory and Techniques · 2011 · 177 citations
Changzhan Gu, Guochao Wang, Yiran Li et al. · IEEE Transactions on Microwave Theory and Techniques · 2013 · 157 citations