• DocumentCode
    2309712
  • Title

    Adaptive estimation of time-varying late potentials: technical and clinical aspects

  • Author

    Doherty, John F. ; Narayan, S.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Iowa State Univ., Ames, IA, USA
  • fYear
    1995
  • fDate
    15-18 Feb 1995
  • Firstpage
    30713
  • Lastpage
    31079
  • Abstract
    Ventricular late potentials are low amplitude, high frequency signals present in the terminal portion of the QRS. The origin of late potentials are the myocardial zones with slow and inhomogenous activation patterns that provide the substrate for reentrant excitation leading to ventricular tachycardia. The signal averaging technique can only detect ventricular late potentials which are absolutely constant in duration, morphology, and timing relative to the QRS complex; therefore, this technique does not allow the detection of dynamic changes in ventricular late potentials which may occur either spontaneously or during various diagnostic and therapeutic interventions. The clinical advantage of detecting late potentials on a beat to beat basis are obvious as it facilitates the study of the relationship between late potentials and the occurrence of spontaneous or reentrant tachycardia. Here, a statistical model is developed characterizing the late potentials. Each QRS beat which contains late potentials is adaptively canceled and the output of the adaptive system would be an estimate of the late potentials
  • Keywords
    adaptive estimation; adaptive signal processing; electrocardiography; medical signal processing; physiological models; QRS beat; adaptive cancelling; adaptive estimation; beat to beat basis; electrodiagnostics; low amplitude high frequency signals; slow inhomogenous activation patterns; statistical model; time-varying late potentials; ventricular late potentials; Adaptive estimation; Adaptive filters; Electrocardiography; Frequency; Least squares methods; Morphology; Myocardium; Timing; Transversal filters; Wiener filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 1995 and 14th Conference of the Biomedical Engineering Society of India. An International Meeting, Proceedings of the First Regional Conference., IEEE
  • Conference_Location
    New Delhi
  • Print_ISBN
    0-7803-2711-X
  • Type

    conf

  • DOI
    10.1109/RCEMBS.1995.532169
  • Filename
    532169