• DocumentCode
    1945829
  • Title

    The Multifractal Characterization of R-R Intervals in Atrial Fibrillation

  • Author

    Zhou, Ping ; Yang, Miao ; Li, Ning

  • Author_Institution
    Biomed. Eng. Coll., Capital Univ. of Medical Sci., Beijing
  • Volume
    4
  • fYear
    2006
  • fDate
    16-20 2006
  • Abstract
    We used the method of wavelet packet transform to decompose the R-R intervals of normal sinus rhythm and atrial fibrillation ECG. We analyzed the generalized Hurst exponents for the decompose signals used the multifractal detrended fluctuation analysis (MF-DFA) method. The results show that the R-R intervals sequences have multi-fractal properties. The method of wavelet packet translation can reduce the arithmetic complexity of MF-DFA comparing with using original signals. There are diversification between the generalized Hurst exponents h(q) of normal sinus rhythm and atrial fibrillation
  • Keywords
    electrocardiography; medical signal processing; wavelet transforms; ECG; atrial fibrillation; generalized Hurst exponents; multifractal characterization; multifractal detrended fluctuation analysis; normal sinus rhythm; wavelet packet transform; Atrial fibrillation; Biomedical engineering; Cardiac disease; Doped fiber amplifiers; Fractals; Pediatrics; Rhythm; Signal analysis; Wavelet analysis; Wavelet packets;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 2006 8th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7803-9736-3
  • Electronic_ISBN
    0-7803-9736-3
  • Type

    conf

  • DOI
    10.1109/ICOSP.2006.345945
  • Filename
    4129637