• DocumentCode
    2993121
  • Title

    Extracting Fetal ECG Using Least Square Algorithm to Corresponding Points in Phase Space Constructed by Multi-Channel Signals

  • Author

    Shao, Yi ; Lijuanshi ; Zhan, Qingbo ; Zheng, Wei ; Chen, Ying ; Liu, Hongxing ; Guan, Qun

  • Author_Institution
    Sch. of Electron. Sci. & Eng., Nanjing Univ., Nanjing, China
  • fYear
    2011
  • fDate
    24-28 Sept. 2011
  • Firstpage
    72
  • Lastpage
    75
  • Abstract
    This paper proposes a new method to extract fetal ECG from multi-channel signals. The fetal ECG is extracted in phase space, which is constructed by a pregnant woman´s multiple thoracic and abdominal ECG signals. Based on corresponding points in phase space, we adopt least square algorithm to estimate the maternal components of the abdominal signals and extract the fetal signals by subtracting the estimated maternal signals from the abdominal signals. Compared with traditional separation method based on information fusion of multi-channel signals, such as Independent Component Analysis (ICA), this method could be realized more easily and effectively.
  • Keywords
    electrocardiography; least squares approximations; medical signal detection; abdominal ECG signal; fetal ECG; fetal signal extraction; independent component analysis; information fusion; least square algorithm; maternal component; maternal signal; multichannel signal; phase space; pregnant woman; separation method; Adaptive filters; Electrocardiography; Equations; Fitting; Least squares approximation; Mathematical model; Signal processing algorithms; Adaptive Filtering; Fetal Electro-cardiogram; Least Square Fitting; Multi-channe; Phase Space;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Complexity and Data Mining (IWCDM), 2011 First International Workshop on
  • Conference_Location
    Nanjing, Jiangsu
  • Print_ISBN
    978-1-4577-2007-9
  • Type

    conf

  • DOI
    10.1109/IWCDM.2011.25
  • Filename
    6128421