• DocumentCode
    3367308
  • Title

    Frequency domain characterization of artifact and tachyarrhythmias in the surface electrocardiogram

  • Author

    Widman, Lawrence E. ; Mead, Charles N. ; Pierce, Bennie L.

  • Author_Institution
    Div. of Cardiology, New Mexico Univ., Sch. of Med., Albuquerque, NM, USA
  • fYear
    1990
  • fDate
    23-26 Sep 1990
  • Firstpage
    453
  • Lastpage
    456
  • Abstract
    The power spectra of an excessive high-frequency artifact (that obscures the QRS complex), narrow complex or supraventricular tachycardia (SVT), and wide complex tachyarrhthmias, including ventricular tachycardia (VT) and ventricular fibrillation (VF) are examined quantitatively for distinguishing features of these signals. Of 12 features examined, four differ significantly among these groups. It is found that SVT has more peaks spaced at longer intervals than monomorphic VT (mVT). Polymorphic VT (pVT) and VF have higher primary frequencies than mVT. Severe and excessive ripple artifacts have more peaks than SVT, mVT, and pVT, and are more irregular than SVT and mVT. Although the populations differ significantly, there is considerable overlap by individual samples. These features may be useful in the development of a noise-characterizing preprocessor that would allow QRS detection and delineation algorithms to vary their parameters automatically to optimize sensitivity and specificity for the incoming electrocardiogram signal
  • Keywords
    electrocardiography; spectral analysis; QRS complex; frequency domain characterization; noise-characterizing preprocessor; power spectra; ripple artifacts; surface electrocardiogram; tachyarrhythmias; tachycardia; ventricular fibrillation; Cardiology; Clustering algorithms; Electrocardiography; Fibrillation; Frequency domain analysis; Noise shaping; Shape; Signal processing; Testing; Timing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology 1990, Proceedings.
  • Conference_Location
    Chicago, IL
  • Print_ISBN
    0-8186-2225-3
  • Type

    conf

  • DOI
    10.1109/CIC.1990.144255
  • Filename
    144255