• DocumentCode
    3634287
  • Title

    Multifractal estimators of short-time autonomic control of the heart rate

  • Author

    Danuta Makowiec;Rafa? Ga??ska;Andrzej Rynkiewicz;Joanna Wdowczyk-Szulc

  • Author_Institution
    Gda?sk University, Institute of Theoretical Physics and Astrophysics, 80-953, ul.Wita Stwosza 57, Poland
  • fYear
    2009
  • Firstpage
    405
  • Lastpage
    411
  • Abstract
    Understanding of real world phenomena needs to incorporate the fact that observations on different scales each carry essential information. Multifractal formalism is tested if it can work as a robust estimator of monofractal properties when scaling interval is consistent with low-frequency (LF) band of power spectral analysis used in estimates of heart rate variability. Tests with fractional Brownian motions are performed to validate two popular multifractal methods: Wavelet Transform Modulus Maxima (WTMM) and Multifractal Detrended Fluctuation Analysis. Only WTMM method passes the tests when scaling is limited to LF band. Then WTMM method is applied in analysis of short-time control processes driving the heart rate. The significant difference is found between multifractal spectra describing healthy hearts and hearts suffering from left ventricle systolic dysfunction.
  • Keywords
    "Fractals","Heart rate","Testing","Robustness","Spectral analysis","Heart rate variability","Brownian motion","Performance evaluation","Wavelet analysis","Wavelet transforms"
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Information Technology, 2009. IMCSIT ´09. International Multiconference on
  • ISSN
    2157-5525
  • Print_ISBN
    978-1-4244-5314-6
  • Type

    conf

  • DOI
    10.1109/IMCSIT.2009.5352693
  • Filename
    5352693