Yong Wang,H.-W. Liu,Wei Xiang,Yuzhu Shui,Lei Guo,Mu Zhou,Yu Pang
出处
期刊:IEEE Sensors Journal [Institute of Electrical and Electronics Engineers] 日期:2024-01-15卷期号:24 (7): 10434-10446被引量:5
标识
DOI:10.1109/jsen.2024.3351274
摘要
Since respiration and heartbeat are important vital signs of humans, it is meaningful to measure them throughout the day with comfortable experience. This paper proposes the use of the frequency-modulated continuous wave (FMCW) radar for non-contact and non-invasive vital signs measurement. Specifically, the fast Fourier transform is applied to the intermediate frequency signal of the radar to obtain the human chest position, and the phase information on the measured position is collected. Then, the extracted phase is processed by the extended differential and cross-multiply algorithm. The eigenvalues selection based on singular spectrum analysis method is proposed to suppress the interference and noise. Finally, a novel VItal SIigns signals recONstruction (VISION) scheme is further proposed to extract the intrinsic mode functions (IMF) components and reconstruct the respiratory and heartbeat signals effectively. The test platform is built and the experiments are carried out to validate the feasibility and effectiveness of the proposed method, and the measured results are very close to those achieved by contact sensors.