• DocumentCode
    2286027
  • Title

    The impact of Daubechies Wavelet performances on Ventricular Tachyarrhythmia Patients for determination of dominant frequency bands in HRV

  • Author

    Bilgin, Süleyman ; Polat, Övünç ; Colak, Ömer H.

  • Author_Institution
    Elektrik-Elektron. Muhendisligi Bolumu, Akdeniz Univ., Antalya, Turkey
  • fYear
    2009
  • fDate
    20-22 May 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Heart rate variability is an important tool for cardiac diagnosis. In this work, the band analysis of very low frequency (VLF) is performed using wavelet packet transform (WPT) on VTA (ventricular tachyarrhythmia) patients. In order to determine the performance of Daubechies wavelets, the energy value of each nodes is computed using db4, db8, db12, db16 and db20 WPTs. The energy characteristic of main VLF band is estimated from sub-bands using multilayer perceptron neural network and dominant sub-bands of VLF are obtained. The dominant band is determined and the performance of Daubechies wavelets is compared in VLF band.
  • Keywords
    blood vessels; cardiovascular system; diseases; medical diagnostic computing; multilayer perceptrons; patient diagnosis; wavelet transforms; Daubechies wavelet performance; HRV; cardiac diagnosis; dominant frequency band determination; heart rate variability; multilayer perceptron neural network; ventricular tachyarrhythmia patient; wavelet packet transform; Frequency; Heart rate variability; Multilayer perceptrons; Neural networks; Performance analysis; Performance evaluation; Testing; Wavelet analysis; Wavelet packets; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Engineering Meeting, 2009. BIYOMUT 2009. 14th National
  • Conference_Location
    Balcova, Izmir
  • Print_ISBN
    978-1-4244-3605-7
  • Electronic_ISBN
    978-1-4244-3606-4
  • Type

    conf

  • DOI
    10.1109/BIYOMUT.2009.5130357
  • Filename
    5130357