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
Link To Document :
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