Preprocessing of the ECG signals using the His-Purkinje fractal system

M. Benmalek, A. Charef, F. Abdelliche
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引用次数: 7

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.
利用His-Purkinje分形系统对心电信号进行预处理
左、右心室心肌细胞通过His-Purkinje树的不规则但自相似的分支模式去极化,在表面心电图上产生QRS复合体。对QRS配合物的功率谱分析表明其具有逆幂律或分形行为。这种分形行为在频域由分数功率极(FPP)建模,我们称之为His-Purkinje分形系统。本文研究了基于His-Purkinje分形系统的心电信号预处理方法。MIT/BIH心律失常数据库已被用于测试所提出方法的有效性。本文对所得结果进行了介绍、讨论,并与一种最有效的R波检测预处理技术进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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