Estimation of systemic vascular bed parameters for artificial heart control

IEEE Transactions on Automatic Control

Volumn 43, Issue 6, 1998, Pages 765-778

  Yu, Yih Choung ^a,b   Boston, J Robert ^a,c   Simaan, Marwan A ^a,c   Antaki, James F ^a,d  

^a IEEE   (United States)

^b Cardiac Assist Technologies   (United States)

^c PA 15260   (United States)

^d UNIVERSITY OF PITTSBURGH MEDICAL CENTER   (United States)

Author keywords

Artificial heart; Kalman filter; Nonlinear models; Parameter estimation; Vascular bed parameters; Ventricular assist device

Indexed keywords

CARDIOVASCULAR SYSTEM; COMPUTER SIMULATION; CONTROL; ESTIMATION; HEMODYNAMICS; KALMAN FILTERING; MATHEMATICAL MODELS;

ARTIFICIAL HEART; VENTRICULAR ASSIST DEVICE;

ARTIFICIAL ORGANS;

EID: 0032096937     PISSN: 00189286     EISSN: None     Source Type: Journal    
DOI: 10.1109/9.679017     Document Type: Article

References (26)

1. G. Avanzolini, P. Barbini, and A. Cappello, "Comparison of algorithms for tracking short-term changes in arterial circulation parameters," IEEE Trans. Biomed. Eng., vol. 39, pp. 861-867, 1992.
2. K. Sunagawa, K. Sagawa, and W. L. Maughan, "Ventricular interaction with the loading system," Ann. Biomed. Eng., vol. 12, pp. 163-189, 1984.
3. T. Kitamura, K. Matsuda, and H. Akashi, "Adaptive control technique for artificial hearts," IEEE Trans. Biomed. Eng., vol. BME-33, pp. 839-844, 1986.
4. J. W. Clark, R. Y. S. Ling, R. Srinivasan, J. S. Cole, and R. C. Pruett, "A two-stage identification scheme for the determination of the parameters of a model of left heart and systemic circulation," IEEE Trans. Biomed. Eng., vol. BME-27, pp. 20-29, 1980.
5. B. Deswysen, A. A. Charlier, and M. Gevers, "Quantitative evaluation of the systemic arterial bed by parameter estimation of a simple model," Med. Biol. Eng. Comp., vol. 18, pp. 153-166, 1980.
6. O. Frank, "Die grundform des arteriellen puls," Z. Biol., vol. 37, pp. 483-526, 1899.
7. N. Westerhof, F. Bosman, C. J. De Vries, and A. Noordergraaf, "Analog studies of the human systemic arterial tree," J. Biomech., vol. 2, pp. 121-143, 1969.
8. B. Deswysen, "Parameter estimation of a simple mode of the left ventricle and of the systemic vascular bed, with particular attention to the physical meaning of the left ventricle parameters," IEEE Trans. Biomed. Eng., vol. BME-24, pp. 29-36, 1977.
9. Y.-C. Yu, J. R. Boston, M. Simaan, and J. F. Antaki, "Identification scheme for cardiovascular parameter estimation," Preprints IFAC 13th World Congr., San Francisco, CA, June 30-July 5, 1996, vol. B, pp. 417-422.
10. K. Sagawa, "The ventricular pressure-volume diagram revisited," Circ. Res., vol. 43, pp. 677-687, 1978.
11. D. S. Breitenstein, "Cardiovascular modeling: The mathematical expression of blood circulation," M.S. dissertation, Univ. Pittsburgh, PA, 1993.
12. U. Tasch, J. W. Koontz, M. A. Ignatoski, and D. B. Geseloeitz, "An adaptive aortic pressure observer for the Penn state electric ventricular assist device," IEEE Trans. Biomed. Eng., vol. 37, pp. 374-383, 1990.
13. T. L. Ruchti, R. H. Brown, D. C. Jeutter, and X. Feng, "Identification algorithm for systemic arterial parameters with application to total artificial heart control," Ann. Biomed. Eng., vol. 21, pp. 221-236, 1993.
14. B. C. McInnis, Z.-W. Guo, P. C. Lu, and J.-C. Wang, "Adaptive control of left ventricular bypass assist devices," IEEE Trans. Automat. Contr., vol. AC-30, pp. 322-329, 1985.
15. T. Shimooka, Y. Mitamura, and T. Yuhta, "Investigation of parameter estimator and adaptive controller for assist pump by computer simulation," Artif. Organs, vol. 15, pp. 119-128, 1991.
16. J. K.-J. Li, C. Ting, and G. M. Drzewiecki, "A nonlinear model of the arterial system incorporating a pressure-dependent compliance," IEEE Trans. Biomed. Eng., vol. 37, pp. 673-678, 1990.
17. B. Burattini, G. Gnudi, N. Westerhof, and S. Fioretti, "Total systemic arterial compliance and aortic characteristic impedance in the dog as a function of pressure: A model based study," Comput. Biomed Res., vol. 20, pp. 154-165, 1987.
18. A. C. Guyton, Textbook of Medical Physiology, 8th ed. Philadelphia, PA: W. B. Saunders, 1991.
19. A. Gelb, Applied Optimal Estimation. Cambridge, MA: M.I.T. Press, 1974, p. 188.
20. G. M. Siouris, An Engineering Approach to Optimal Control and Estimation Theory. New York: Wiley, 1996, pp. 92-204.
21. M. S. Grewal and K. Glover, "Identifiability of linear and nonlinear dynamical systems," IEEE Trans. Automat. Contr., vol. AC-21, pp. 322-329, 1976.
22. W. R. Milnor, "Arterial impedance as ventricular afterload," Circ. Res., vol. 36, pp. 565-570, 1975.
23. W. W. Nichols, C. R. Conti, W. E. Walker, and W. R. Milnor, "Input impedance of the systemic circulation in man," Circ. Res., vol. 40, pp. 451-458, 1977.
24. L. Ljung, "Asymptotic behavior of the extended Kalman filter as a parameter estimator for linear systems," IEEE Trans. Automat. Contr., vol. AC-24, pp. 36-50, 1979.
25. M. Athans, R. P. Wishner, and A. Bertolini, "Suboptimal state estimation for continuous-time nonlinear systems from discrete noisy measurements," IEEE Trans. Automat. Contr., vol. AC-13, pp. 504-514, 1968.
26. T. Kitamura and D. R. Gross, "On-line estimation for a left heart assist device," IEEE Trans. Biomed. Eng., vol. 37, pp. 968-974, 1990.