Noncontact heart beat signal extraction based on wavelet transform

被引:0
|
作者
He, Mi [1 ]
Nian, Yongjian [1 ]
Liu, Bingwen [2 ]
机构
[1] Third Mil Med Univ, Sch Biomed Engn, Chongqing 400038, Peoples R China
[2] PLA, Hosp 254, Tianjin 300142, Peoples R China
关键词
noncontac monitoring; radar; wavelet transform (WT); heart rate; respiration;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Noncontact monitoring of vital signs by continuous wave Doppler radar is a promising technique in the field of health care. This paper proposed an improved heart beat signal extraction method based on wavelet transform for noncontact radar vital signal monitoring. The detection accuracy of heart beat rate by the proposed method was higher than bandpass filtering and empirical mode decomposition (EMD) method (all p<0.05) and the bandpass filtering method at different distances. Detection accuracy and signal to noise ratio varied inversely to distance. Male subjects in front case and female subjects in back case acquired higher accuracy than other orientations.
引用
收藏
页码:209 / 213
页数:5
相关论文
共 50 条
  • [1] Extraction of MHD Signal Based on Wavelet Transform
    赵晴初
    赵彤
    李旻
    黄胜华
    徐佩霞
    Plasma Science & Technology, 2002, (04) : 1367 - 1374
  • [3] The signal extraction of fetal heart rate based on wavelet transform and BP neural network
    Hong, YX
    Cheng, ZB
    Dai, FH
    Third International Conference on Experimental Mechanics and Third Conference of the Asian-Committee-on-Experimental-Mechanics, Pts 1and 2, 2005, 5852 : 914 - 920
  • [4] Wavelet Transform based Phase Extraction for Interferometer Signal Analysis
    Sur, Amit
    Rav, Amit S.
    Joshi, K. D.
    Mukhopadhyay, S.
    Kaushik, T. C.
    Gupta, S. C.
    2015 ANNUAL IEEE INDIA CONFERENCE (INDICON), 2015,
  • [5] A New Method for Fundamental Signal Extraction Based on Wavelet Transform
    Modarresi, Javad
    Gholipour, Eskandar
    AUTOMATIKA, 2016, 57 (02) : 337 - 342
  • [6] FEATURE EXTRACTION BASED ON WAVELET TRANSFORM USING ECG SIGNAL
    Palacios-Enriquez, A.
    Ponomaryov, V.
    2013 INTERNATIONAL KHARKOV SYMPOSIUM ON PHYSICS AND ENGINEERING OF MICROWAVES, MILLIMETER AND SUBMILLIMETER WAVES (MSMW), 2013, : 632 - 634
  • [7] Extraction of Machine Fault Signal Based on Discrete Wavelet Transform
    Yang, Xianzhao
    Cheng, Gengguo
    PRODUCT DESIGN AND MANUFACTURING, 2011, 338 : 388 - 391
  • [8] A NEW OPTIMIZED WAVELET TRANSFORM FOR HEART BEAT CLASSIFICATION
    Paul, Baby
    Shanavaz, K. T.
    Mythili, P.
    JOURNAL OF MECHANICS IN MEDICINE AND BIOLOGY, 2015, 15 (05)
  • [9] Using Wavelet Transform for Feature Extraction from ECG beat
    Huptych, Michal
    Lhotska, Lenka
    ANALYSIS OF BIOMEDICAL SIGNALS AND IMAGES, 2008, : 568 - 572
  • [10] Study on the extraction method of radar life signal based on wavelet transform
    Faculty of Mechanical and Precision Instrument Engineering, Xi'an University of Technology, Xi'an 710048, China
    不详
    Guangzi Xuebao, 2013, 11 (1370-1374):