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
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;
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
DOI :
10.1109/RCEMBS.1995.532169