Local Hölder Regularity-Based Modeling of RR Intervals

J. L. Véhel, O. Barrière
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引用次数: 16

Abstract

We analyze the local regularity of RR traces from ECG through the computation of the so-called Holder exponents. These exponents are at the basis of multifractal analysis, which has been shown to be relevant in the study of RR data. While multifractal analysis yields a global picture of the (statistical) distribution of regularity, we focus here on its time evolution. We show that this evolution is strongly correlated with the signal itself, a feature that seems to have remained unnoticed so far. We use this fact to build realistic synthetic RR traces.
局部Hölder基于规则的RR区间建模
我们通过计算所谓的霍尔德指数来分析ECG的RR迹线的局部正则性。这些指数是多重分形分析的基础,已被证明与RR数据的研究有关。虽然多重分形分析产生了规律性(统计)分布的全局图像,但我们在这里关注的是它的时间演变。我们表明,这种进化与信号本身密切相关,这一特征迄今为止似乎一直未被注意到。我们使用这个事实来构建真实的合成RR轨迹。
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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