Quantifying self-similarity in cardiac inter-beat interval time series

Computers in Cardiology

Volumn 32, Issue , 2005, Pages 459-462

  McSharry, P E ^a   Malamud, B D ^a,b  

^a UNIVERSITY OF OXFORD   (United Kingdom)

^b KING'S COLLEGE LONDON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

SPECTRUM ANALYSIS; TIME SERIES ANALYSIS; WAVELET TRANSFORMS; WHITE NOISE;

FLUCTUATION ANALYSIS; FRACTIONAL NOISES; RESCALED RANGE (R/S); WAVELET VARIANCE ANALYSIS;

CARDIOLOGY;

EID: 33847115381     PISSN: 02766574     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIC.2005.1588136     Document Type: Conference Paper

References (13)

1. Goldberger AL, Amaral LAN, Hausdorff JM, Ivanov PC, Peng CK, Stanley HE. Fractal dynamics in physiology: alterations with disease and ageing. Proc Natl Acad Sci 2002; 99:2466-2472.
2. Ivanov PC, Amaral LAN, Goldberger AL, Havlin S, Rosenblum MG, Struzik ZR, Stanley HE. Multifractality in human heartbeat dynamics. Nature 1999;399:461-465.
3. Amaral LAN, Goldberger AL, Ivanov PC, Stanley HE. Scale-independent measures and pathologic cardiac dynamics. Phys Rev Lett 1998;81(11):2388-2391.
4. Peng CK, Hausdorff JM, Goldberger AL. Fractal mechanisms in neural control: Human heartbeat and gait dynamics in health and disease. In Nonlinear Dynamics, Self-Organization, and Biomedicine. Cambridge, UK: Cambridge University Press, 2000; 66-96.
5. Kobayashi M, Musha T. 1/f fluctuation of heartbeat period. IEEE Trans Biomed Eng 1982;29:456.
6. Malamud BD, Turcotte DL. Self-affine time series: I. generation and analyses. Advances in Geophysics 1999;40:1-90.
7. Peng CK, Havlin S, Stanley HE, Goldberger AL. Quantification of scaling exponents and crossover phenomena in nonstationary heartbeat time series. Chaos 1995;5:82-87.
8. Priestly MB. Spectral Analysis and Time Series. London: Academic Press, 1981.
9. Press WH, Flannery BP, Teukolsky SA, Vetterling WT. Numerical Recipes in C. 2nd edition. Cambridge: CUP, 1992.
10. Mandelbrot BB, Van Ness JW. Fractional brownian motions, fractional noises and applications. SIAM review 1968; 10:422-437.
11. Hurst HE. Long-term storage capacity of reservoirs. Trans Am Soc Civil Engineers 1951;116:770-808.
12. Grossman A, Morlet J. Decomposition of hardy function into square integrable wavelets of constant shape. SIAM J Math Anal 1984;15:723-736.
13. Goldberger AL, Amaral LAN, Glass L, Hausdorff JM, Ivanov PC, Mark RG, Mietus JE, Moody GB, Peng CK, Stanley HE. Physiobank, physiotoolkit, and physionet: Components of a new research resource for complex physiologic signals. Circulations 2000;101(23):e215-e220. URL www.physionet.org.