• DocumentCode
    1803332
  • Title

    The random effect of electrical noise on T wave alternans

  • Author

    Hsia, Peng-Wie E. ; Hyatt, Christopher J. ; Fendelander, Lahn ; Damiano, Ralph J., Jr.

  • Author_Institution
    Med. Coll., Virginia Commonwealth Univ., Richmond, VA, USA
  • fYear
    1994
  • fDate
    25-28 Sept. 1994
  • Firstpage
    709
  • Lastpage
    712
  • Abstract
    This study was designed to examine the effect of random noise on the nonparametric power spectrum estimation of beat-to-beat alternations in the electrocardiogram (ECG). It has been widely assumed that random noise is additive to the power spectrum contribution of a beat-to-beat alternating signal. In this study, alternans of the T wave was used to simulate a subtle beat-to-beat alternating signal present in the ECG. Pseudorandom noise was then superimposed on the alternans and a nonparametric power spectrum estimation technique, the Welch method, was used to quantify the amount of T wave alternans present. The study showed that in 34 of 100 pseudorandom noise simulations, the degree of alternans of the T wave detected was decreased when compared to the case where only alternans of the T wave was present without added noise. Thus, assuming that the random noise power spectrum component (at 0.5 cpb) is always additive to the T wave alternans power spectrum component may lend to significant errors in interpretation of the results of power spectrum estimation when applied to the analysis of subtle beat-to-beat fluctuations in the electrocardiogram.<>
  • Keywords
    electrocardiography; medical signal processing; random noise; spectral analysis; ECG beat-to-beat alternations; T wave alternans; Welch method; electrical noise random effect; interpretation errors; power spectrum; subtle beat-to-beat fluctuations; Additive noise; Analytical models; Educational institutions; Electrocardiography; Fluctuations; Frequency estimation; Signal analysis; Spectral analysis; Surface morphology; Surface waves;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology 1994
  • Conference_Location
    Bethesda, MD, USA
  • Print_ISBN
    0-8186-6570-X
  • Type

    conf

  • DOI
    10.1109/CIC.1994.470087
  • Filename
    470087