Human EGG: nonlinear deterministic versus stochastic aspects

Citation
H. Kantz et T. Schreiber, Human EGG: nonlinear deterministic versus stochastic aspects, IEE P-SCI M, 145(6), 1998, pp. 279-284
Citations number
28
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEE PROCEEDINGS-SCIENCE MEASUREMENT AND TECHNOLOGY
ISSN journal
13502344 → ACNP
Volume
145
Issue
6
Year of publication
1998
Pages
279 - 284
Database
ISI
SICI code
1350-2344(199811)145:6<279:HENDVS>2.0.ZU;2-9
Abstract
The authors discuss aspects of randomness and determinism in electrocardiog raphic signals. In particular, they take a critical look at attempts to app ly methods of nonlinear time series analysis derived from the theory of det erministic dynamical systems. It is argued that deterministic chaos is not a likely explanation for the short-time variablity of the inter-beat interv al times, except for certain pathologies. Conversely, densely sampled full ECG recordings possess properties typical of deterministic signals. In the last-mentioned case, methods of deterministic nonlinear time-series analysi s can yield new insights.