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
相关论文
共 34 条
[1]
[Anonymous], 2010, DISCRETE TIME SIGNAL, DOI DOI 10.1109/TSP.2006.888896
机构:
Univ Fed Pernambuco, Grad Program Elect Engn, Signal Proc Grp, Dept Estat, BR-50670901 Recife, PE, BrazilUniv Fed Pernambuco, Grad Program Elect Engn, Signal Proc Grp, Dept Estat, BR-50670901 Recife, PE, Brazil
Coutinho, Vitor de A.
Cintra, Renato J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Pernambuco, Dept Estat, Signal Proc Grp, BR-50670901 Recife, PE, Brazil
Univ Calgary, Dept Elect & Comp Engn, Calgary, AB T2N 1N4, CanadaUniv Fed Pernambuco, Grad Program Elect Engn, Signal Proc Grp, Dept Estat, BR-50670901 Recife, PE, Brazil
Cintra, Renato J.
Bayer, Fabio M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Santa Maria, Dept Estat, Lab Space Sci Santa Maria, BR-97105900 Santa Maria, RS, BrazilUniv Fed Pernambuco, Grad Program Elect Engn, Signal Proc Grp, Dept Estat, BR-50670901 Recife, PE, Brazil
机构:
Univ Fed Pernambuco, Grad Program Elect Engn, Signal Proc Grp, Dept Estat, BR-50670901 Recife, PE, BrazilUniv Fed Pernambuco, Grad Program Elect Engn, Signal Proc Grp, Dept Estat, BR-50670901 Recife, PE, Brazil
Coutinho, Vitor de A.
Cintra, Renato J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Pernambuco, Dept Estat, Signal Proc Grp, BR-50670901 Recife, PE, Brazil
Univ Calgary, Dept Elect & Comp Engn, Calgary, AB T2N 1N4, CanadaUniv Fed Pernambuco, Grad Program Elect Engn, Signal Proc Grp, Dept Estat, BR-50670901 Recife, PE, Brazil
Cintra, Renato J.
Bayer, Fabio M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Santa Maria, Dept Estat, Lab Space Sci Santa Maria, BR-97105900 Santa Maria, RS, BrazilUniv Fed Pernambuco, Grad Program Elect Engn, Signal Proc Grp, Dept Estat, BR-50670901 Recife, PE, Brazil