Time-varying analysis methods and models for the respiratory and cardiac system coupling in graded exercise

IEEE Transactions on Biomedical Engineering

Volumn 52, Issue 11, 2005, Pages 1921-1930

  Meste, Olivier ^a,c,d   Khaddoumi, Balkine ^a   Blain, Grégory ^b   Bermon, Stéphane ^b,e  

^a UNIVERSITY OF NICE SOPHIA ANTIPOLIS   (France)

^b UNIVERSITÉ DE TOULON   (France)

^c UNIVERSITÉ CÔTE D'AZUR   (France)

^d Biomed Project of the I3S Laboratory   (France)

^e Monaco Institute of Sports Medicine   (Monaco)

Author keywords

Amplitude estimation; Exercise conditions; Frequency estimation; Heart rate variability; Poles tracking

Indexed keywords

AMPLITUDE ESTIMATION; EXERCISE CONDITION; FREQUENCY ESTIMATION; HEART RATE VARIABILITY; POLES TRACKING;

CARDIOVASCULAR SYSTEM; MATHEMATICAL TRANSFORMATIONS; MODULATION; TIME VARYING NETWORKS;

RESPIRATORY SYSTEM;

AMPLITUDE MODULATION; ANALYTIC METHOD; ARTICLE; BREATHING PATTERN; EXERCISE; HEART CYCLE; MATHEMATICAL MODEL; NONLINEAR SYSTEM; SIMULATION; SINUS ARRHYTHMIA; SINUS RHYTHM; THEORETICAL MODEL; TIME;

ADULT; ALGORITHMS; BIOLOGICAL CLOCKS; COMPUTER SIMULATION; DIAGNOSIS, COMPUTER-ASSISTED; ELECTROCARDIOGRAPHY; EXERCISE TEST; EXERTION; FEEDBACK; HEART RATE; HUMANS; MALE; MODELS, BIOLOGICAL; OSCILLOMETRY; PULMONARY VENTILATION; RESPIRATORY MECHANICS; TIME FACTORS;

EID: 27644570085     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2005.856257     Document Type: Article

References (23)

1. "Heart rate variability: Standards of measurement, physiological interpretation, and clinical use," Ann. Noninvasive Electrocardiol., vol. 1, pp. 151-181, 1996.
2. L. Mainardi, A. Bianchi, G. Baselli, and S. Cerutti, "Pole-tracking algorithms for the extraction of time-variant heart rate variability spectral parameters," IEEE Trans. Biomed. Eng., vol. 42, no. 3, pp. 250-259, Mar. 1995.
3. J. Mateo and P. Laguna, "Improved heart rate variability signal analysis from the beat occurrence times according to the IPFM model," IEEE Trans. Biomed. Eng., vol. 47, no. 8, pp. 985-996, Aug. 2000.
4. M. Brennan, M. Malaniswami, and P. Kamen, "Distortion properties of the interval spectrum of IPFM generated heart beats for the heart rate variability analysis," IEEE Trans. Biomed. Eng., vol. 48, no. 11, pp. 1251-1264, Nov. 2001.
5. O. Meste, G. Blain, and S. Bermon, "Analysis of the respiratory and cardiac systems coupling in pyramidal exercise using a time-varying model," presented at the 29th Annu. Conf. Computers in Cardiology, Memphis, TN, Sep. 2002.
6. G. Blain, O. Meste, and S. Bermon, "Influences of breathing patterns on respiratory sinus arrhythmia in humans during exercise," Am. J. Physiol., vol. 288, pp. H887-H895, 2005.
7. O. Meste, G. Blain, and S. Bermon, "Validation of the IPFM model for the heart rate variability analysis," presented at the 30th Annual Conference on Computers in Cardiology, Thessalonique, Greece, Sep. 2003.
8. S. M. Kay, Modern Spectral Estimation: Theory and Application. Englewood Cliffs, NJ: Prentice-Hall, 1988.
9. A. Brikou, A. Bezerianos, D. Alexopoulos, and P. Polydoropoulos, "A modified prony method for tracking and monitoring the effects of autonomic nervous system blockade on heart rate variability," in Proc. 22th Annu. Conf. Computers in Cardiology, Lund, Sweden, Sep. 1995.
10. Y. Grenier, "Time-dependent arma modeling of nonstationary signals," IEEE Trans. Signal Process., vol. SP-31, pp. 899-911, 1983.
11. P. Strobach, "The recursive companion matrix root tracker," IEEE Trans. Signal Process., vol. 45, no. 8, pp. 1931-1942, Aug. 1997.
12. F. A. Lee and A. Nehorai, "Adaptive power spectrum estimation algorithm for heart variability analysis," Comput. Cardiol, pp. 273-276, Sep. 1991.
13. D. Starer and A. Nehorai, "Adaptive polynomial factorization by coefficient matching," IEEE Trans. Signal Process., vol. 39, no. 2, pp. 527-530, Feb. 1991.
14. M. A. Cohen and J. A. Taylor, "Short-term cardiovascular oscillations in man: Measuring and modeling the physiologies," J. Physiol., vol. 542.3, pp. 669-683, 2002.
15. K. Yana, J. P. Saul, R. D. Berger, M. H. Perrot, and R. J. Cohen, "A time domain approach for the fluctuation analysis of heart rate related to instantaneous lung volume," IEEE Trans. Biomed. Eng., vol. 40, no. 1, pp. 74-81, Jan. 1993.
16. J. Jamsek, A. Stefanovska, and P. V. E. McClintock, "Nonlinear cardio-respiratory interactions revealed by time-phase bispectral analysis," Phys. Med. Biol., vol. 49, pp. 4407-4425, 2004.
17. K. Suder, F. R. Drepper, M. Schiek, and H.-H. Abel, "One- dimensional, nonlinear determinism characterizes heart rate pattern during paced respiration," Am. J. Physiol., pp. H1092-H1102, 1998.
18. E. Pyetan and S. Akselrod, "Do the high-frequency indexes of HRV provide a faithful assessment of cardiac vagal tone? A critical theoretical evaluation," IEEE Trans. Biomed. Eng., vol. 50, no. 6, pp. 777-783, Jun. 2003.
19. P. Kohl, P. Hunter, and D. Noble, "Strech-induced changes in heart rate and rhythm: Clinical observations, experiments and mathematical models," Progr. Biophysi. Molecular Biol., vol. 71, pp. 91-138, 1999.
20. J. Koh, T. E. Brown, L. A. Beightol, and D. L. Eckberg, "Contribution of tidal lung inflation to human R-R interval and arterial pressure fluctuations," J. Auton. Nervous Syst., vol. 68, pp. 89-95, 1998.
21. B. H. Taha, P. M. Simon, J. A. Dempsey, J. B. Skatrud, and C. Iber, "Respiratory sinus arrhythmia in humans: An obligatory role for vagal feedback from the lungs," J. Appl. Physiol, vol. 78, pp. 638-645, 1995.
22. G. Blain, O. Meste, and S. Bermon, "Assessment of ventilatory thresholds during graded and maximal exercise test using time-varying analysis of respiratory sinus arrhythmia," Br. J. Sports Med., vol. 39, pp. 448-452, 2005.
23. H. Cammann and J. Michel, "How to avoid misinterpretation of heart rate variability power spectra?," Comput. Meth. Progr. Biomed., vol. 68, pp. 15-23, 2002.