Abstract
Linearity and stationarity of pressure-flow relationship in the circumflex coronary artery are fundamental properties which rule any mathematical description of this system. They are studied by evaluating through a quantitative criterion the error done in a linear approximation. Parameters of two different impulse response models are estimated, from data measured in the dog, with a recursive algorithm minimising a structural distance. Quantitative comparison between system and models behaviours shows that it is possible to represent the circumflex coronary functioning with a single-input/single-output linear stationary finite-memory model with a relative quadratic error less than 5% for a wide range of working conditions.
Similar content being viewed by others
Abbreviations
- p C :
-
pressure at the entrance of the circumflex artery
- p v :
-
left intra-ventricular pressure
- p A :
-
aortic pressure
- q :
-
flow at the entrance of the circumflex artery
- h 0 :
-
impulse response with respect to the input (p A −p V )
- h 1 :
-
impulse response with respect to the inputp A
- h 2 :
-
impulse response with respect to the inputp V
- h s :
-
structural vector of the actual system
- h k :
-
estimate ofh s at thekth iteration
- ĥ:
-
final estimate ofh s
- p(n) :
-
information vector at instantn
- \(\hat q\) :
-
model output
- W i :
-
estimation window
- W 0 :
-
observation window
- R :
-
number of sampled data onW i
- DW i :
-
relative quadratic state distance onW i
- DW 0 :
-
relative quadratic state distance onW o
References
Collins, J. C., Boatman, G. A., Utley, J. R. andTodd, E. P. (1976) Coronary hemodynamic parameter estimation using an electrical analog. Abstract of 29th ACEMB., 160.
Demoment, G. (1974) Application de la méthode du modèle à l'étude d'un système biologique complexe: le ventricule gauche.Automatisme.,19, 591–600.
Dewsysen, B., Charlier, A. A. andGevers, M. (1980) Quantitative evaluation of the systemic arterial bed by parameter estimation of a simple model.Med. & Biol. Eng. & Comput.,18, 153–166.
Domenech, J. andDe La Prida, S. (1975) Mechanical effect of heart contraction on coronary flow.Cardiovascular Research,9, 509–514.
Eykhoff, P. (1974)System identification parameter and state estimation. John Wiley.
Gordon, R. J. (1974) A general mathematical model of coronary circulation.Am. J. Physiology,226, 608–618.
Harris, F. J. (1978) On the use of windows for harmonic analysis with discrete Fourier Transform.Proc. IEEE,66, 51–83.
Hoki, N., Inoue, M., Kajiya, F., Inada, H., Hori, M., Fukushima, M., Tsujioka, K., Abe, H., Takasugi, S. andFurukawa, T. Simulation study of coronary circulation system. Digest of the 11th international circulation medical and biological engineering, 402–403.
Kirk, E. S. andHonig, C. R. (1964a) An experimental and theoretical analysis of myocardial tissue pressure.Am. J. Physiology,207, 361–367.
Kirk, E. S. andHonig, C. R. (1964b) Non uniform distribution of blood flow and gradients of oxygen tension within the heart.Am. J. Physiology,207, 661–668.
Kirk, E. S., Downey, J. M. andDowney, H. F. (1971) The determinants of the non-uniform distribution of coronary blood flow in systole. InMyocardial blood flow in man: methods and significance in coronary disease,Moseri, A. (Ed.) Minerva Medica, 57–63.
Nichols, W. W., Conti, C. R., Walker, W. E. andMilnor, W. R. (1977) Input impedance of the systemic circulation in man.Circulation Research,40, 451–458.
Olsson, R. A. (1975) Myocardial reactive hyperemia.Criculation Research,37, 263–270.
Richalet, J. andGimonet, B. (1968) Identification des systems discrets linéaires monovariables par minimisation d'une distance de structure.Electronic Letters,4, 547–549.
Richalet, J., Rault, A. andPouliquen, R. (1971) Identification des processus par la méthode du modèle. Paris, Gordon et Breach.
Richalet, J., Rault, A., Testud, J. L. andPapon, J. (1978) Model predictive heuristic control: applications to industrial processes.Automatica,14, 413–428.
Sabiston, D. C. andGrege, D. E. (1957) Effects of cardiac contraction on coronary blood flow.Circulation,15, 14–20.
Saint-Félix, D. (1978) Etude systématique des propriétés mécaniques fondamentales du réseau coronaire par des méthodes d'indentification de processus. Thèse de Docteur-Ingénieur. Université de Paris-Sud, Centre d'Orsay.
Sipkema, P. andWesterhof, N. (1978) Time-domain reflectometry in a model of the arterial system. InThe arterial system: dynamics, control theory and regulation.Bauer, R. D. andBuss, R. (Eds.), Berlin, Heidelberg, New York, Springer-Verlag, 116–121.
Strano, J., Welkowitz, W. andFich, S. (1972) Measurement and utilization ofin vivo blood-pressure transfer functions of dog and chicken aortas.Trans. IEEE,BME-19, 261–271.
Strauer, B. E., Tauchert, M., Heiss, H. W., Kochsiek, K. andBretschneider, H. J. (1971) Relation between coronary blood flow, oxygen consumption and cardiac work in patients with and without angina pectoris. InMyocardial blood flow in man: methods and significance in coronary disease,Mosieri, A. (Ed.). Minerva Medica, 465–479.
Tsypkin, Ya. Z. (1971)Adaptation and learning in automatic systems, New York, Academic Press.
Westerhof, N., Bosman, F., De Vries, C. andNoordergraaf, A. (1969) Analog studies of the human systemic arterial tree.J. Biomechanics,2, 121–143.
Westerhof, N., Van Den Bos, G. C. andLaxminarayan, S. (1978) Arterial reflection. InThe arterial system: dynamics, control theory and regulation,Bauer,R. D. andBuss,R. (Eds.), Berlin, Heidelberg, New York, Springer-Verlag, 48–62.
Womersley, J. R. (1957) Wright Air Development Center Tech. Rep. TR 56-614.
Author information
Authors and Affiliations
Rights and permissions
About this article
Cite this article
Saint-Felix, D., Demoment, G. Pressure-flow relationship in the canine left coronary artery: Study of linearity and stationarity using a time-domain representation and estimation methods. Med. Biol. Eng. Comput. 20, 231–239 (1982). https://doi.org/10.1007/BF02441360
Received:
Issue Date:
DOI: https://doi.org/10.1007/BF02441360