• DocumentCode
    2954781
  • Title

    Pitch synchronous wavelet based fetal ECG extraction

  • Author

    Elloumi, Afef ; Lachiri, Zied ; Ellouze, Noureddine

  • Author_Institution
    Dept. de Genie Electrique, ENIT, Le Belvedere, Tunisia
  • fYear
    2004
  • fDate
    2004
  • Firstpage
    239
  • Lastpage
    242
  • Abstract
    This paper proposes a new fetal electrocardiogram (FECG) extraction method using two pass pitch synchronous wavelet transform (PSWT). This representation is based on a modelling concept which is able to capture period to period fluctuations of the signal by means of basis elements that are comb-like in the frequency domain. The essence of the two pass approach involves first estimating the maternal ECG from a corrupted abdominal cutaneaous recording using a pitch synchronous decomposition. Based on this estimation, a second iteration is performed in order to recover the desired fetal ECG components. The performance of the proposed technique is evaluated on a variety of ECG signals. Experimental results show the accuracy of the proposed technique especially in low fetal ECG power circumstance.
  • Keywords
    electrocardiography; medical signal processing; obstetrics; patient diagnosis; signal representation; wavelet transforms; autocorrelation function; cutaneaous recording; fetal electrocardiogram extraction method; iteration methods; pitch synchronous decomposition; pitch synchronous wavelet transform; Abdomen; Cardiac disease; Data mining; Electrocardiography; Electrodes; Fluctuations; Frequency domain analysis; Instruments; Pregnancy; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control, Communications and Signal Processing, 2004. First International Symposium on
  • Print_ISBN
    0-7803-8379-6
  • Type

    conf

  • DOI
    10.1109/ISCCSP.2004.1296269
  • Filename
    1296269