IEEE Transactions on Microwave Theory and Techniques · 2009 · 159 citations · 18 references
EngineeringPhysiologyAnalog ElectronicsBiomedical Signal ProcessingPhysiological Systems ModelingCardiac Signal ProcessingRadar InstrumentationRadar Signal ProcessingRadar SystemsVital SignsVital Signs AssessmentHeart RateHeart Rate MonitoringMedical Signal ConditioningPhase NoiseRadar ReceiversRespiration RatesSignal-to-noise RatioSignal-to-noise Ratio Analysis
A CMOS Doppler radar sensor has been developed and used to measure motion due to heart and respiration. The quadrature direct-conversion radar transceiver has been fully integrated in 0.25-mum CMOS, the baseband analog signal conditioning has been developed on a printed circuit board, and digital signal processing has been performed in <b xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">Matlab</b> . The theoretical signal-to-noise ratio (SNR) is derived based on the radar equation, the direct-conversion receiver's properties, oscillator phase noise, range correlation, and receiver noise. Heart and respiration signatures and rates have been measured at ranges from 0.5 to 2.0 m on 22 human subjects wearing normal T-shirts. The theoretical SNR expression was validated with this study. The heart rates found with the radar sensor were compared with a three-lead electrocardiogram, and they were within 5 beats/min with 95% confidence for 16 of 22 subjects at a 0.5-m range and 11 of 22 subjects at a 1.0-m range. The respiration rates found with the radar sensor were compared with those found using a piezoelectric respiratory effort belt, and the respiration rates were within five respirations per minute for 18 of 22 subjects at a 0.5-m range, 17 of 22 subjects at a 1.0-m range, and 19 of 22 subjects at a 1.5-m range.
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Amy D. Droitcour, Olga Borić-Lubecke, Victor M. Lubecke et al. · IEEE Transactions on Microwave Theory and Techniques · 2004 · 646 citations
Enrico M. Staderini · IEEE Aerospace and Electronic Systems Magazine · 2002 · 492 citations