DocumentCode
1945829
Title
The Multifractal Characterization of R-R Intervals in Atrial Fibrillation
Author
Zhou, Ping ; Yang, Miao ; Li, Ning
Author_Institution
Biomed. Eng. Coll., Capital Univ. of Medical Sci., Beijing
Volume
4
fYear
2006
fDate
16-20 2006
Abstract
We used the method of wavelet packet transform to decompose the R-R intervals of normal sinus rhythm and atrial fibrillation ECG. We analyzed the generalized Hurst exponents for the decompose signals used the multifractal detrended fluctuation analysis (MF-DFA) method. The results show that the R-R intervals sequences have multi-fractal properties. The method of wavelet packet translation can reduce the arithmetic complexity of MF-DFA comparing with using original signals. There are diversification between the generalized Hurst exponents h(q) of normal sinus rhythm and atrial fibrillation
Keywords
electrocardiography; medical signal processing; wavelet transforms; ECG; atrial fibrillation; generalized Hurst exponents; multifractal characterization; multifractal detrended fluctuation analysis; normal sinus rhythm; wavelet packet transform; Atrial fibrillation; Biomedical engineering; Cardiac disease; Doped fiber amplifiers; Fractals; Pediatrics; Rhythm; Signal analysis; Wavelet analysis; Wavelet packets;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing, 2006 8th International Conference on
Conference_Location
Beijing
Print_ISBN
0-7803-9736-3
Electronic_ISBN
0-7803-9736-3
Type
conf
DOI
10.1109/ICOSP.2006.345945
Filename
4129637
Link To Document