Observer of the human cardiac sympathetic nerve activity using noncausal blind source separation

IEEE Transactions on Biomedical Engineering

Volumn 46, Issue 3, 1999, Pages 322-330

  Vetter, Rolf ^a   Vesin, Jean Marc ^a   Celka, Patrick ^a   Scherrer, Urs ^b  

^a EPFL   (Switzerland)

^b LAUSANNE UNIVERSITY HOSPITAL   (Switzerland)

Author keywords

Autonomie nervous system (ans); Blind source separation (bss); Cardiac sympathetic nerve activity (csna); Cardiovascular system (cvs)

Indexed keywords

CARDIOVASCULAR SYSTEM; MATHEMATICAL MODELS; MUSCLE; NEUROPHYSIOLOGY;

BLIND SOURCE SEPARATION; CARDIAC SYMPATHETIC NERVE ACTIVITY;

BIOELECTRIC PHENOMENA;

ADRENERGIC STIMULATION; ARTERIAL PRESSURE; ARTICLE; HAND GRIP; HEART NERVE; HEART RATE; HUMAN; HUMAN EXPERIMENT; NORMAL HUMAN; PRESSORECEPTOR; SIGNAL PROCESSING; SPECTROSCOPY; STATISTICAL MODEL; SYMPATHETIC NERVE; TILTING;

ALGORITHMS; ANALYSIS OF VARIANCE; BAROREFLEX; BLOOD PRESSURE; CARDIOVASCULAR AGENTS; ELECTROMYOGRAPHY; HAND STRENGTH; HEART RATE; HUMANS; INFUSIONS, INTRAVENOUS; ISOMETRIC CONTRACTION; LINEAR MODELS; MODELS, CARDIOVASCULAR; MONTE CARLO METHOD; NITROPRUSSIDE; OBSERVER VARIATION; PHENYLEPHRINE; REFERENCE VALUES; SIGNAL PROCESSING, COMPUTER-ASSISTED; SYMPATHETIC NERVOUS SYSTEM; TILT-TABLE TEST;

EID: 0033105458     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/10.748985     Document Type: Article

References (30)

1. J. R. Levrick, An Introduction to Cardiovascular Physiology. London, U.K.: Butterworths, 1991.
2. B. M. Sayers, "Analysis of heart rate variability," Ergonom., vol. 16, pp. 17-32, 1973.
3. S. Akselrod, D. Gordon, F. A. Übel, D. C. Shannon, A. C. Barger, and R. J. Cohen, "Power spectrum analysis of heart rate fluctuations: A quantitative probe of beat-to-beat cardiovascular control," Sci., vol. 213, pp. 220-222, 1981.
4. A. Malliani, M. Pagani, F. Lombard!, and S. Cerutti, "Cardiovascular neural regulation explored in the frequency domain," Circ., vol. 84, pp. 482-492, 1991.
5. E. Mosekilde and O. G. Nouritsen, Modeling the Dynamics of Biological Systems. Amsterdam, The Netherlands: Springer-Verlag, 1995.
6. D. T. Kaplan and M. Talajic, "Dynamics of heart rate," Chaos, vol. 1, pp. 251-256, 1991.
7. J. P. Saul, R. D. Berger, P. Albrecht, S. P. Stein, M. H. Chen, and R. J. Cohen, "Transfer function analysis of the circulation: Unique insight into cardiovascular regulation," Amer. J. Physiol., vol. 261, pp. H1231-1245, 1991.
8. M. Kollai and K. Koizumi, "Reciprocal and nonreciprocal action of the vagal and sympathetic nerves innervating the heart," J. Autonom. Nerv. Syst., vol. 1, pp. 33-52, 1979.
9. G. Baselli, S. Cerutti, S. Civardi, A. Malliani, and M. Pagani, "Cardiovascular variability signals: Toward the identification of a closed-loop model of the neural control mechanisms," IEEE Trans. Biomed. Eng., vol. 35, pp. 1033-1045, 1988.
10. K. Toska and M. Eriksen, "Respiration-synchronous fluctuations in stroke volume, heart rate and arterial pressure in humans," J. Physiol., vol. 472, pp. 501-512, 1993.
11. P. Celka, R. Vetter, U. Scherrer, and E. Pruvot, "Closed loop heart beat interval modelization in humans using mean blood pressure, instantaneous lung volume and muscle sympathetic nerve activity," presented at IEEE Annu. Int. Conf. Engineering in Medicine and Biological Society (EMBS), Amsterdam, The Netherlands, 1996.
12. P. Celka, R. Vetter, U. Scherrer, E. Pruvot, and M. Karrakchou, "Analysis of the relationship between muscle sympathetic nerve activity and blood pressure signals using subband multi-input modeling," J. Biomed. Eng.-Applicat., Basis, Commun., vol. 8, pp. 518-528, 1996.
13. _, "Analysis of the relationship between muscle sympathetic nerve activity and blood pressure in humans using linear and nonlinear modelization," presented at 10th Nordic Baltic Conf. on Biomédical Engineering, June 1996.
14. A. B. Vallbo, K. E. Hagbarth, H. E. Torebjörk, and B. G. Wallin, "Somatosensory, proprioseptive, and sympathetic activity in human peripheral nerves," Physiol. Rev., vol. 59, pp. 919-957, 1979.
15. J. L. S. Rothman, A. C. Easty, R. C. Frecker, and J. S. Floras, "Development and evaluation of two automated methods for quantifying human muscle sympathetic nerve activity," Comput. Biol. Med., vol. 4, pp. 221-235, 1991.
16. C. Jutten and J. Hérault, "Blind separation of sources-Part I: An adaptive algorithm based on neuromimetic architecture," Signal Processing, vol. 24, pp. 1-10, 1991.
17. H. L. N. Thi and C. Jutten, "Blind source separation for convolutive mixtures," Signal Processing, vol. 45, pp. 209-229, 1995.
18. A. Taleb and C. Jutten, "Nonlinear source separation: The post-nonlinear mixtures," in Proc. ESANN'97, 1997, pp. 279-284.
19. A. Bell and T. Sejnowski, "An information-maximization approach to blind separation and blind deconvolution," Neural Comput., vol. 7, pp. 1029-1059, 1995.
20. R. Vetter, P. Celka, J.-M. Vesin, and U. Scherrer, "Observer of the human cardiac sympathetic nerve activity using noncausal blind source separation," in Proc. GRETSI, Grenoble, France, 1997, pp. 1359-1362.
21. R. W. De Boer, J. M. Karemaker, and J. Strackee, "Hemodynamic fluctuations and baroreflex sensitivity in human: A beat-to-beat model," Amer. J. Physiol. (Heart Circ. Physiol., 22), vol. 253, pp. 680-689, 1987.
22. K. Toska, M. Eriksen, and L. Walloe, "Short-term control of cardiovascular function: Estimation of control parameters in healthy humans," Amer. J. Physiol., vol. 270, pp. H651-660, 1996.
23. G. Wallin, M. Esler, P. Dorward, G. Eisenhofer, C. Ferrier, R. Westerman, and G. Jennings, "Simultaneous measurements of cardiac noradrenaline spillover and sympathetic outflow to skeletal muscle in humans," J. Physiol., (London, U.K.), vol. 453, pp. 45-58, 1992.
24. I. Ninomiya, N. Nisimaru, and H. Irisawa, "Sympathetic nerve activity to the spleen, kidney, and heart in response to baroreceptor input," Amer. J. Physiol., vol. 221, pp. 1346-1351, 1971.
25. G. F. Chess, R. M. K. Tarn, and F. R. Calaresu, "Influence of cardiac neural inputs on rhythmic variations of heart period in the cat," Amer. J. Physiol., vol. 228, pp. 775-780, 1975.
26. R. Vetter, P. Celka, R. Griiter, J.-M. Vesin, and U. Scherrer, "Observer of the human cardiac sympathetic nerve activity using blind source separation and genetic algorithm optimization," in Proc. IEEE Annu. Int. Conf. of Engineering in Medicine and Biological Society (EMBS), Chicago, IL, 1997, pp. 293-296.
27. J. P. Saul, R. D. Berger, M. H. Chen, and R. J. Cohen, "Transfer function analysis of autonomie regulation II: Respiratory sinus arrhythmia," Amer. J. Physiol., vol. 256, pp. H153-161, 1989.
28. M. Malik and J. Camm, "Components of heart rate variability-What they really mean and what we really measure," Amer. J. Cardiol, vol. 72, pp. 821-822, 1993.
29. M. L. Appel, R. D. Berger, J. P. Saul, J. M. Smith, and R. J. Cohen, "Beat-to-beat variability in cardiovascular variables: Noise or music?," J. Amer. Coll. Cardiol., vol. 14, pp. 1139-1148, 1989.
30. S. A. Billings and W. S. F Voon, "Correlation based model validity tests for nonlinear models," Int. J. Contr., vol. 44, pp. 235-244, 1986.