Estimation of nonlinear couplings on the basis of complexity and predictability - A new method applied to cardiorespiratory coordination

IEEE Transactions on Biomedical Engineering

Volumn 45, Issue 5, 1998, Pages 545-552

  Hoyer, D ^a   Bauer, R ^a   Walter, B ^a   Zwiener, U ^a  

^a FRIEDRICH SCHILLER UNIVERSITY JENA   (Germany)

Author keywords

Cardiorespiratory coordination; Complexity; Heart rate fluctuations; Nonlinear couplings; Predictability; Respiratory movements; Sleep states

Indexed keywords

APPROXIMATION THEORY; CARDIOLOGY; CARDIOVASCULAR SYSTEM; ESTIMATION; NEUROPHYSIOLOGY; SLEEP RESEARCH; SYNCHRONIZATION;

AUTONOMIC NERVOUS SYSTEM; CARDIORESPIRATORY COORDINATION; HEART RATE; RESPIRATORY MOVEMENTS;

RESPIRATORY MECHANICS;

ANIMAL EXPERIMENT; CALCULATION; CARDIOVASCULAR RESPONSE; COORDINATION; FEMALE; HEART FUNCTION; HEART RATE VARIABILITY; MALE; NONHUMAN; PREDICTION; RESPIRATORY FUNCTION; REVIEW; SLEEP; SWINE;

EID: 0032079495     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/10.668739     Document Type: Review

References (28)

1. A. J. Mandell Dynamical complexity and pathological order in the cardiac monitoring problem Physica D 27 235 242 1987
2. R. E. Ganz G. Weibels K. H. Sta¨cker The Lyapunov exponent of heart rate dynamics as a sensitive marker of central autonomic organization: An exemplary study of early multiple sclerosis Int.. J. Neuroscience 7 29 36 1993
3. J. Kurths A. Voss P. Saparin A. Witt H. J. Kleiner N. Wessel Quantitative analysis of heart rate variability Chaos 5 88 94 1995
4. D. Hoyer K. Schmidt U. Zwiener R. Bauer Characterization of complex heart rate dynamics and their pathological disorders by nonlinear prediction Cardiovasc. Res. 31 434 440 1996
5. C. D. Wagner R. Mrowka B. Nafz P. B. Persson Complexity and `chaos' in blood pressure after baroreceptor Amer. J. Physiol. 38 1760 1766 1995
6. D. Hoyer U. Zwiener H. Wagner Nonlinear transfer behavior between respiratory movements and heart rate fluctuations-fundamentals and results Biomed. Eng.: Applicat., Basis, Commun. 8 151 158 1996
7. D. Hoyer L. S. Liebovitch K. Schmidt B. Luethke U. Zwiener Studies of the practical problems of determining the dimension from heart rate data Med., Biol. Eng., Comput. 5 1 6 1997
8. H. Okada S. Iwase T. Manu Y. Sugiyama T. Watanabe Changes in the muscle sympathetic nerve activity during sleep in humans Neurol. 41 1961 1966 1991
9. M. Tsuji Y. Ohno M. Tomioka H. Fujibayashi T. Yamamoto H. Okada Relations between neonatal heart rate variability and the behavioral state Nippon Sanka Fujinka Gakkai Zassi 38 669 677 1986
10. B. Pilgram W. Schappacher W. N. Lo¨scher G. Pfurtscheller Application of the correlation integral to respiratory data of infants during REM sleep Biol. Cybern. 72 543 551 1995
11. R. DeBoer J. M. Karemaker J. Strackee Comparing spectra of a series of point events particularely for heart rate variability data IEEE Eng., Med., Biol. 31 4 384 387 1984
12. L. Sachse Angewandte Statistik 1992 Springer-Verlag Germany, Berlin
13. D. Rand L. S. Young Detecting strange attractors in turbulence Dynamical Systems in Turbulence 366 381 1980 Springer-Verlag New York
14. P. Grassberger I. Pocaccia Estimation of the Kolmogorov entropy from a chaotic signal Physical Review A 28 2591 2593 1993
15. T. Schreiber H. Kantz Noise in chaotic data: Diagnosis and treatment Chaos 5 133 142 1995
16. J. P. Eckmann D. Ruelle Fundamental limitations for estimating dimensions and Lyapunov exponents in dynamical systems Physica D 56 185 187 1992
17. M. Ding C. Grebogi E. Ott T. Sauer A. A. Yorke Estimating correlation dimension from chaotic time series: When does plateau onset occur? Physica D 69 404 424 1993
18. S. Kelso The Self-Organization of Brain and Behavior 1995 The MIT Press MA, Cambridge
19. J. E. Skinner C. Carpeggiani D. E. Landisman K. W. Fulton Correlation dimension of heartbeat intervals is reduced in conscious pigs by myocardial ischemia Circ. Res. 68 4 966 976 1991
20. D. Hoyer K. Schmidt B. Lu¨thke U. Zwiener M. K¨ouhler R. Bauer M. Eiselt Nonlinear analysis of heart rate and respiratory dynamics IEEE Eng. Med. Biol. 16 1 31 39 1997 51 12297 566150
21. H. Kantz J. Kurths G. Mayer-Kress Nonlinear analysis of the cardiorespiratory coordination in a newborn piglet Nonlinear Techniques in Physiological Time Series Analysis Springer Series for Synergetics 1998 Springer-Verlag Germany, Berlin
22. H. Witte U. Zwiener B. Schack A. Deering Nonlinear monitoring of the cardiorespiratory coordination Quantitative and Topological EEG and MEG Analysis II 301 303 1997 Druckhaus Mayer Verlag Germany, Jena
23. E. E. Benaroch The centralautonomic network: Functional organization, dysfunction and perspective Mayo Clin. Proc. 68 988 1001 1993
24. R. D. Berger S. Akselrod D. Gordon R. J. Cohen An efficient algorithm for spectral analysis of heart rate variability IEEE Eng., Med., Biol. 33 9 900 904 1984
25. L. H. Koopmans Spectral Analysis of Time Series 1974 Academic New York
26. D. Hoyer K. Schmidt U. Zwiener Fundamentals and experience with modeling of chaotic attractors of heart rate fluctuations using artificial neural networks Biomedizinische Technik 40 190 194 1995
27. H. Kantz T. Schreiber Dimension estimates and physiological data Chaos 5 143 154 1995
28. H. G. Schuster Deterministic Chaos 1989 VCH Verlagsgesellschaft Germany, Weinheim