• DocumentCode
    3050910
  • Title

    De-Noising of the Doppler Fetal Heart Rate Signal with Wavelet Threshold Filtering Based on Spatial Correlation

  • Author

    Yang Xiaofeng, Yang ; Li Peng ; Zhang Xin ; Bian Zhengzhong ; Wang Bo

  • Author_Institution
    Sch. of life Sci. & Technol., Xi´an JiaoTong Univ., Xian
  • fYear
    2007
  • fDate
    6-8 July 2007
  • Firstpage
    928
  • Lastpage
    931
  • Abstract
    The fetal heart rate (FHR) signals provide valuable information for fetal development and well-being. However, the components of the original signals obtained by the Doppler ultrasonic method are very complex and seriously interfered by many factors, which makes it very difficult to extract heart rate. This present paper analyzes the characteristics of Doppler echo signals and applies the spatial correlation to estimate original noise variance, then develops an adaptive method calculating de- noising threshold, finally makes certain amendments for it in practice. The result of processing actual Doppler fetal heart sound signals proves that the method can effectively reduce the noise and extract fetal heart sounds, and calculate more accurately fetal heart rate by auto- correlation.
  • Keywords
    Doppler effect; bioacoustics; bioelectric phenomena; cardiology; echocardiography; obstetrics; signal denoising; wavelet transforms; Doppler echo signals; Doppler fetal heart rate sound signal; denoising; noise variance; spatial correlation; wavelet threshold filtering; Acoustic noise; Analysis of variance; Data mining; Fetal heart; Fetal heart rate; Filtering; Heart rate; Noise reduction; Signal analysis; Signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Biomedical Engineering, 2007. ICBBE 2007. The 1st International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    1-4244-1120-3
  • Type

    conf

  • DOI
    10.1109/ICBBE.2007.241
  • Filename
    4272725