Sensitivity Estimations in Favor of Using Inter-fractal Angle in Detrended Fluctuation Analysis

Zoran Matić, Aleksandar Kalauzi, Mirjana M. Platiša, T. Bojić
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引用次数: 1

Abstract

Background. It has become common in research with detrended fluctuation analysis (DFA) to use slopes of regression lines (α1 and α2) and their ratio as measures of fractal properties of dynamical processes such as physiological rhythm fluctuations. In this study, instead of the ratio (α1/α2) in DFA of ECG RR intervals and respiratory signals, we propose the use of a new measure: the inter-fractal angle (θ) - angle that DFA regression lines form between each other. Methods. Angle θ was obtained by means of graphical-analytical calculation. Using one way-Anova test, sensitivity of θ on the influence of slow breathing and orthostasis was compared in respect to ratio α1/α2. Results. Comparisons revealed that changes of (θ) were statistically more significant than changes of αl/α2. Conclusion. Inter-fractal angle is an elegant new measure of DFA that is more sensitive to perturbations such as changes in body posture and breathing regime than α1/α2.
非趋势波动分析中使用分形间角的敏感性估计
背景。利用回归线(α1和α2)的斜率及其比值来衡量生理节律波动等动态过程的分形特性,已成为去趋势波动分析(DFA)研究的常用方法。在本研究中,我们提出了一种新的测量方法,即分形间角(θ)来代替心电RR间期与呼吸信号的DFA比值(α1/α2)。方法。角θ通过图形解析计算得到。采用单因素方差分析(one - way-Anova)比较θ对缓慢呼吸和直立性影响的敏感性与α1/α2的比值。结果。比较发现(θ)的变化比α 1 /α2的变化更有统计学意义。结论。分形间角是一种优雅的DFA新度量,它比α1/α2对身体姿势和呼吸方式的变化等扰动更敏感。
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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