IEEE Transactions on Microwave Theory and Techniques · 2023 · 18 citations · 23 references
EngineeringCardiologyBiomedical Signal ProcessingSensor FusionTime Series AnalysisCardiac Signal ProcessingHeart Rate VariabilityRadar InstrumentationRadar Signal ProcessingRespiratory Signal AnalysisVital SignsDemodulationHarmonic ReductionNoninvasive DiagnosticsSignalsTemplate-based MatchingWavelet-based AnalysisWavelet-based EnhancementWavelet-based Filtering
Heart rate variability (HRV) analysis using Doppler radar (DR) is a promising method for noninvasive health and stress assessment. However, the respiration signal harmonic content typically limits HRV parameter estimation accuracy. While several harmonic reduction techniques have been used to improve the average HR estimation accuracy, achieving high beat-to-beat interval (BBI) accuracy is still challenging. This article demonstrates that arctangent demodulation (AD) with wavelet-based signal processing enhanced with template matching is effective to estimate HRV parameters with accuracy on the order of 10 ms with 2.4 GHz DR. Moreover, it was theoretically and experimentally demonstrated that the cases where AD provides limited improvement due to phase delay between thorax and abdomen motion are easily identifiable, and can be alternatively processed using a single-channel data.
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Noninvasive microwave measurement of respiration
James C. Lin · Proceedings of the IEEE · 1975 · 427 citations
Engineering, Biophysics, Physiology +12