Τίτλος:
Investigation of correlation dimension estimation in heartbeat time series
Γλώσσες Τεκμηρίου:
Αγγλικά
Περίληψη:
The Correlation Dimension estimation is an especially sensitive method which allows for important information to be extracted from the signal under investigation. However, due to its sensitivity, its parameters as well as details of the application process must be chosen carefully and customized to each specific problem. In this paper, we examine the application of the Correlation Dimension estimation in the case of heart rate variability signals. Specifically, we investigate issues which are not discussed in other similar studies or which are chosen differently, such as the use of the Euclidean norm and the Theiler window. We also document with detail the method of data acquisition and make a case for the importance of proper recordings the lack of which leads to controversial results. © World Scientific Publishing Company.
Συγγραφείς:
Nikolopoulos, S.
Manis, G.
Alexandridi, A.
Περιοδικό:
International Journal of Bifurcation and Chaos
Εκδότης:
World Scientific Publishing Co. Pte. Ltd.
Λέξεις-κλειδιά:
Correlation methods; Data acquisition; Information analysis; Medical applications; Problem solving; Sensitivity analysis; Time series analysis, Correlation dimension; Heart rate variability; Long recording electrocardiograms; Nonlinear analysis, Signal processing
DOI:
10.1142/S0218127406016215
