Quadrature Cosine Transform (QCT) With Varying Window Length (VWL) Technique for Noncontact Vital Sign Monitoring Using a Continuous-Wave (CW) Radar

被引:20
作者
Shih, Ju-Yin [1 ]
Wang, Fu-Kang [1 ]
机构
[1] Natl Sun Yat Sen Univ, Dept Elect Engn, Kaohsiung 80424, Taiwan
关键词
Continuous-wave (CW) radar; demodulation; heart rate variability (HRV) trend; quadrature cosine transform (QCT); respiratory rate variability (RRV); short-time heart rate (HR); varying window length (VWL); vital signs; DOPPLER RADAR; HEART-RATE; RANGE; DEMODULATION; ROBUST;
D O I
10.1109/TMTT.2021.3135304
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
For noncontact vital sign monitoring by using a continuous-wave (CW) radar, the quadrature cosine transform (QCT) with varying window length (VWL) technique is proposed in this article for the first time. The novel algorithm can directly yield the vibration frequency of the radar's output IQ signals with multiple advantages, including the elimination of dc offset calibration and mitigation of nonlinear interferences caused by harmonic and intermodulation terms, and there is a 50% reduction in frequency resolution of the conventional Fourier transform (FT) that is commonly utilized in existing articles. Thus, it can strike a balance between accuracy and computational efficiency with a short window length. The excellent performance was demonstrated by both theoretical predictions and simulation results. Experiments involving a participant seated 1 m away from the 2.4-GHz ISM band radar prototype demonstrated that the proposed algorithm measures the respiratory rate variability (RRV) and short-time heart rate (HR) with respective errors of less than 1% and 3%. Moreover, the proposed algorithm was more accurate than conventional methods with various window lengths (3-27 s) in 10-min noncontact experiments to monitor the vital signs of ten participants.
引用
收藏
页码:1639 / 1650
页数:12
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