DocumentCode
2322562
Title
Preprocessing of the ECG signals using the His-Purkinje fractal system
Author
Benmalek, M. ; Charef, A. ; Abdelliche, F.
Author_Institution
Dept. d´´Electron., Univ. Mentouri-Constantine-Route Ain El-Bey, Constantine, Algeria
fYear
2010
fDate
27-30 June 2010
Firstpage
1
Lastpage
5
Abstract
Depolarization of the myocardial cells of the left and the right ventricles via the irregular but self-similar pattern of branching of the His-Purkinje tree produces the QRS complex on the surface electrocardiogram. The analysis of the power spectrum of the QRS complex has shown that it has the inverse power law or fractal behavior. This fractal behavior has been modeled in the frequency domain by a fractional power pole (FPP) which we have called the His-Purkinje fractal system. This paper deals with the ECG signal preprocessing for R wave detection using new and simple processing strategies based on the His-Purkinje fractal system. The MIT/BIH arrhythmia database has been used to test the effectiveness of the proposed method. The results obtained are presented, discussed and compared to the one of the most efficient R wave detection preprocessing technique.
Keywords
cellular biophysics; electrocardiography; fractals; medical signal processing; ECG signal preprocessing; His-Purkinje fractal system; His-Purkinje tree branching irregular pattern; His-Purkinje tree branching self-similar pattern; QRS complex; R wave detection; arrhythmia; depolarization; fractional power pole; left ventricles; myocardial cells; right ventricles; surface electrocardiogram; Bismuth; Electrocardiography; Fractals; Noise measurement; ECG Signal; ECG preprocessing; FIR filter; His-Purkinje Fractal system; IIR Filter;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems Signals and Devices (SSD), 2010 7th International Multi-Conference on
Conference_Location
Amman
Print_ISBN
978-1-4244-7532-2
Type
conf
DOI
10.1109/SSD.2010.5585574
Filename
5585574
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