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心率变异性信号中李雅普诺夫指数的研究。

Study of the Lyapunov exponents in heart rate variability signals.

作者信息

Casaleggio A, Cerutti S, Signorini M G

机构信息

ICE-CNR, Genova, Italy.

出版信息

Methods Inf Med. 1997 Dec;36(4-5):274-7.

PMID:9470377
Abstract

Heart rate variability signals obtained from 24 h recordings are analyzed for normal and pathological subjects. This time series contains information about the autonomic nervous system action regulating the beat-to-beat heart rate. Nonlinear contributions to the long period variability have been assessed by the calculation of the entire spectrum of Lyapunov exponents, after the system trajectory reconstruction, starting from the original variability signal. The positivity of Lyapunov exponent values, obtained from an unknown process, can establish whether the structure generating it shows nonlinear chaotic characteristics. This is what happens for the cardiovascular signals. Moreover, the different values obtained for the Lyapunov exponents operate a classification among the considered pathophysiological cases.

摘要

对从24小时记录中获得的心率变异性信号进行分析,对象包括正常人和病理受试者。该时间序列包含有关调节逐搏心率的自主神经系统活动的信息。在从原始变异性信号开始进行系统轨迹重建后,通过计算李雅普诺夫指数的整个频谱来评估对长周期变异性的非线性贡献。从未知过程获得的李雅普诺夫指数值的正值可以确定产生该指数的结构是否表现出非线性混沌特征。心血管信号就是这种情况。此外,为李雅普诺夫指数获得的不同值在所考虑的病理生理病例中进行了分类。

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