Estimating correlation exponents of the heartbeat time series

被引：2
|
作者：
Cammarota, C [1 ]
机构：
[1] Univ Rome La Sapienza, Dipartimento Matemat, I-00185 Rome, Italy
来源：
INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS | 2000年 / 10卷 / 06期
关键词：
D O I：
10.1142/S0218127400000931
中图分类号：
O1 [数学];
学科分类号：
0701 ; 070101 ;
摘要：
The heartbeat time series commonly used in diagnostics is investigated. Since this series is not stationary, the difference series is considered and in the framework of stochastic processes its stationarity and mixing properties are tested. For this kind of data, affected by noise and low precision, a notion of correlation exponent, in some sense related to the correlation dimension, is proposed. The data analysis shows the existence of a profile of the correlation exponents, which evidentiates the amounts of randomness and of determinism in the heartbeat dynamics.
引用
收藏
页码：1513 / 1520
页数：8
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