Title :
Local Hölder Regularity-Based Modeling of RR Intervals
Author :
Vehel, J.L. ; Barriere, O.
Author_Institution :
Projet APIS INRIA Saclay - Ile-de-France, Pare Orsay Univ., Orsay
Abstract :
We analyze the local regularity of RR traces from ECG through the computation of the so-called Holder exponents. These exponents are at the basis of multifractal analysis, which has been shown to be relevant in the study of RR data. While multifractal analysis yields a global picture of the (statistical) distribution of regularity, we focus here on its time evolution. We show that this evolution is strongly correlated with the signal itself, a feature that seems to have remained unnoticed so far. We use this fact to build realistic synthetic RR traces.
Keywords :
electrocardiography; fractals; medical signal processing; statistical distributions; ECG; Holder exponents; local holder regularity-based modeling; multifractal analysis; regularity distribution; Chemical analysis; Data analysis; Distributed computing; Electrocardiography; Evolution (biology); Fractals; Heart; Information analysis; Pathology; Signal analysis; Hölder exponent; RR intervals; local regularity; multifractional Brownian motion; self regulating multifractional process;
Conference_Titel :
Computer-Based Medical Systems, 2008. CBMS '08. 21st IEEE International Symposium on
Conference_Location :
Jyvaskyla
Print_ISBN :
978-0-7695-3165-6
DOI :
10.1109/CBMS.2008.65