• DocumentCode
    3070067
  • Title

    Extraction of Fetal Electrocardiogram from Maternal Skin Electrodes using Affine Projection Algorithm (APA), Recursive Least Square (RLS), and QR-RLS Algorithms

  • Author

    Salmanpour, Aryan ; Nikjoo S, M. ; Tehrani, Arash Saber ; Moghadas, Seyed Mohammad Amin

  • Author_Institution
    Univ. of Western Ontario, London
  • fYear
    2007
  • fDate
    15-18 Dec. 2007
  • Firstpage
    1149
  • Lastpage
    1154
  • Abstract
    The abdominal ECG is a composite signal because it contains both the mother´s and the fetus´ ECG signals, but the chest ECG is supposed to have only maternal (MECG) component. In this paper, we use three different adaptive algorithms to remove FECG signal from the abdominal ECG. All procedures are applied to real multichannel ECG recordings obtained from a pregnant woman. We explain and compare the use of multichannel APA, RLS, and QR-RLS in time-domain for fetal electrocardiogram (FECG) extraction from four ECG signals recorded at the abdominal and chest areas of mother´s skin. The results show that the multichannel QR-RLS is more effective than multichannel APA and RLS in this important biomedical application.
  • Keywords
    electrocardiography; recursion method; ECG signals; FECG signal; QR-RLS algorithms; abdominal ECG; affine projection algorithm; fetal electrocardiogram extraction; maternal component; maternal skin electrodes; multichannel APA; multichannel QR-RLS; pregnant woman; real multichannel ECG; recursive least square; Abdomen; Adaptive algorithm; Electrocardiography; Electrodes; Fetus; Least squares methods; Pregnancy; Projection algorithms; Resonance light scattering; Skin; APA; Fetal ECG (FECG); QR-RLS; RLS; maternal ECG (MECG);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Information Technology, 2007 IEEE International Symposium on
  • Conference_Location
    Giza
  • Print_ISBN
    978-1-4244-1835-0
  • Electronic_ISBN
    978-1-4244-1835-0
  • Type

    conf

  • DOI
    10.1109/ISSPIT.2007.4458112
  • Filename
    4458112