The human ECG - nonlinear deterministic versus stochastic aspects
chao-dyn
2007-05-23 v1 混沌动力学
摘要
We discuss aspects of randomness and of determinism in electrocardiographic signals. In particular, we take a critical look at attempts to apply methods of nonlinear time series analysis derived from the theory of deterministic dynamical systems. We will argue that deterministic chaos is not a likely explanation for the short time variablity of the inter-beat interval times, except for certain pathologies. Conversely, densely sampled full ECG recordings possess properties typical of deterministic signals. In the latter case, methods of deterministic nonlinear time series analysis can yield new insights.
引用
@article{arxiv.chao-dyn/9807002,
title = {The human ECG - nonlinear deterministic versus stochastic aspects},
author = {Holger Kantz and Thomas Schreiber},
journal= {arXiv preprint arXiv:chao-dyn/9807002},
year = {2007}
}
备注
6 pages, 9 PS figures