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Multifractal analysis of heart rate variability and laser Doppler flowmetry fluctuations:comparison of results from different numerical methods

机译:心率变异性和激光多普勒血流量波动的多重分形分析:不同数值方法的结果比较

摘要

To contribute to the understanding of the complex dynamics in the cardiovascular system (CVS), the central CVS has previously been analyzed through multifractal analyses of heart rate variability (HRV) signals that were shown to bring useful contributions. Similar approaches for the peripheral CVS through the analysis of laser Doppler flowmetry (LDF) signals are comparatively very recent. In this direction, we propose here a study of the peripheral CVS through a multifractal analysis of LDF fluctuations, together with a comparison of the results with those obtained on HRV fluctuations simultaneously recorded. To perform these investigations concerning the biophysics of the CVS, first we have to address the problem of selecting a suitable methodology for multifractal analysis, allowing us to extract meaningful interpretations on biophysical signals. For this purpose, we test four existing methodologies of multifractal analysis. We also present a comparison of their applicability and interpretability when implemented on both simulated multifractal signals of reference and on experimental signals from the CVS. One essential outcome of the study is that the multifractal properties observed from both the LDF fluctuations (peripheral CVS) and the HRV fluctuations (central CVS) appear very close and similar over the studied range of scales relevant to physiology.
机译:为了有助于理解心血管系统(CVS)的复杂动态,先前已通过心率变异性(HRV)信号的多分形分析对中央CVS进行了分析,这些分析已显示出有用的作用。通过分析激光多普勒血流仪(LDF)信号来进行外围CVS的类似方法相对较新。在这个方向上,我们在这里建议通过对LDF波动的多重分形分析来研究外围CVS,并将结果与​​同时记录的HRV波动所得结果进行比较。为了进行与CVS的生物物理学有关的研究,首先我们必须解决为多重分形分析选择合适的方法的问题,从而使我们能够提取对生物物理信号的有意义的解释。为此,我们测试了多重分形分析的四种现有方法。当在参考的模拟多重分形信号和CVS的实验信号上实施时,我们还介绍了它们的适用性和可解释性的比较。该研究的一项重要成果是,从LDF波动(周围CVS)和HRV波动(中央CVS)观察到的多重分形特性在所研究的与生理相关的尺度范围内显得非常接近且相似。

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