• DocumentCode
    3151177
  • Title

    Characteristic parameters of multifractal singularity spectrum of synchronous 12-lead ECG signals

  • Author

    Xu, Yinlin ; Wang, Jun ; Ning, Xinbao

  • Author_Institution
    Sch. of Phys. Sci. & Technol., Nanjing Normal Univ., Nanjing, China
  • Volume
    2
  • fYear
    2010
  • fDate
    16-18 Oct. 2010
  • Firstpage
    795
  • Lastpage
    798
  • Abstract
    After analysing f(α), the multifractal singularity spectrum of the synchronous 12-lead ECG signals (MSSSE), the authors find that the Δα(the range of singularity strength α) of MSSSE is dispersed. In order to quantitatively analyze curves of multifractal spectrum derived from 12-lead ECG signals, we compute both the Δα̅(the mean of Δαs for 12-lead ECG) and the dispersing degree δΔα(defined as standard deviation of Δαs for 12-lead ECG signals) as characteristic parameters. With comparison of these characteristic parameters between the people with good health and heart disease, we find that the Δα̅s are close to each other, but the δΔαs are different. We also compare these characteristic parameters between the people with good health and brain disease, and find a dissimilar result, i.e. the Δα̅s are different from each other while the δΔαs are close. It implies that the characteristic parameters of multifractal spectrum are controlled by both the body´s neurosystem and self-syntonic property of cardiac structures. Furthermore, the Δα̅ is related with neuroautonomic control on the ECG, and the δΔα is related with the spatial anisotropic propagation of the ECG signal in the myocardium.
  • Keywords
    brain; cardiology; diseases; electrocardiography; medical image processing; neurophysiology; body neurosystem; brain disease; cardiac structures; good health; heart disease; multifractal singularity spectrum; myocardium; neuroautonomic control; self-syntonic property; singularity strength; spatial anisotropic propagation; standard deviation; synchronous 12-lead ECG signals; Diseases; Electrocardiography; Fractals; Heart beat; Myocardium; Time series analysis; Characteristic Parameters; Multifractal singularity spectrum; Synchronous 12-lead ECG signals;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Engineering and Informatics (BMEI), 2010 3rd International Conference on
  • Conference_Location
    Yantai
  • Print_ISBN
    978-1-4244-6495-1
  • Type

    conf

  • DOI
    10.1109/BMEI.2010.5639945
  • Filename
    5639945