多尺度和移动平均熵:压力受试者的统计依赖性

T. L. Turukalo, O. Sarenac, N. Japundzic-Zigon, D. Bajić
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引用次数: 0

摘要

生理信号的复杂性量化是一个相当重要的领域,因为复杂性的丧失已被提出作为病理系统的一般特征。本文研究了不同实验动物-正常和交界性高血压大鼠预处理时间序列的熵值。记录应激前、应激前20分钟、应激后和应激后的收缩压和心率。预处理包括高通滤波、归一化和集中的原始时间序列、其移动平均和多尺度对应序列、代理数据和高斯样本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multiscale and moving average entropy: Statistical dependence in stressed subjects
The complexity quantification of physiologic signals is a field of considerable importance since loss of complexity has been proposed as a generic feature of pathological systems. This paper investigates entropy of the preprocessed time series of different laboratory animals -normal and borderline hypertensive rats. The systolic blood pressure and heart rate were recorded before the stress, during the first 20 min exposure to stress, after the first exposure and after the last exposure to stress. The preprocessing included high-pass filtered, normalized and centralized original time series, its moving averaged and multiscaled counterparts, as well as surrogate data and Gaussian samples.
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