Accurate Measurement in Doppler Radar Vital Sign Detection Based on Parameterized Demodulation

Utilizing Doppler radar to conduct noncontact vital sign detection has attracted growing interest in recent years. Aiming to extract the vital sign information from the baseband signal effectively and accurately, a novel signal processing method based on parameterized demodulation (PD) is proposed....

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Published inIEEE transactions on microwave theory and techniques Vol. 65; no. 11; pp. 4483 - 4492
Main Authors Xiong, Yuyong, Chen, Shiqian, Dong, Xingjian, Peng, Zhike, Zhang, Wenming
Format Journal Article
LanguageEnglish
Published New York IEEE 01.11.2017
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
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Abstract Utilizing Doppler radar to conduct noncontact vital sign detection has attracted growing interest in recent years. Aiming to extract the vital sign information from the baseband signal effectively and accurately, a novel signal processing method based on parameterized demodulation (PD) is proposed. To effectively characterize the baseband signal whose phase consists of two oscillating components (i.e., the respiration and heartbeat components), the proposed algorithm defines a demodulation operator with sine kernel functions and formulates the phase demodulation as a parameter optimization problem. To increase the computational efficiency of the algorithm, the parameters corresponding to the respiration and heartbeat components are estimated sequentially. Specifically, the respiration component is first estimated and removed from the phase of the baseband signal, and then, the heartbeat component is extracted from the residual signal. Compared with the existing methods, the proposed algorithm is free of the resolution problem in fast Fourier transform-based methods with a limited data length and can obtain accurate rate tracking in a noisy environment. Both simulated and experimental results are provided to demonstrate the advantages and effectiveness of the proposed method for accurate noncontact vital sign detection.
AbstractList Utilizing Doppler radar to conduct noncontact vital sign detection has attracted growing interest in recent years. Aiming to extract the vital sign information from the baseband signal effectively and accurately, a novel signal processing method based on parameterized demodulation (PD) is proposed. To effectively characterize the baseband signal whose phase consists of two oscillating components (i.e., the respiration and heartbeat components), the proposed algorithm defines a demodulation operator with sine kernel functions and formulates the phase demodulation as a parameter optimization problem. To increase the computational efficiency of the algorithm, the parameters corresponding to the respiration and heartbeat components are estimated sequentially. Specifically, the respiration component is first estimated and removed from the phase of the baseband signal, and then, the heartbeat component is extracted from the residual signal. Compared with the existing methods, the proposed algorithm is free of the resolution problem in fast Fourier transform-based methods with a limited data length and can obtain accurate rate tracking in a noisy environment. Both simulated and experimental results are provided to demonstrate the advantages and effectiveness of the proposed method for accurate noncontact vital sign detection.
Author Yuyong Xiong
Shiqian Chen
Xingjian Dong
Wenming Zhang
Zhike Peng
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SubjectTerms Algorithms
Baseband
Computer simulation
Computing time
Demodulation
Digital signal processors
Doppler radar
Fast Fourier transformations
Heart beat
Kernel functions
nonlinear phase modulation
Optimization
parameter estimation
Parameterization
parameterized demodulation (PD)
Parameters
Phase demodulation
Radar detection
Respiration
Signal processing
Signal processing algorithms
Time-frequency analysis
Trigonometric functions
vital sign detection
Title Accurate Measurement in Doppler Radar Vital Sign Detection Based on Parameterized Demodulation
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