Title :
Tracking time-varying properties of the systemic vascular bed
Author :
Avanzolini, Guido ; Barbini, Paolo ; Capello, A. ; Cevenini, Gabrieli ; Pohl, Vaclav ; Sikora, Thomas
Author_Institution :
Dept. of Electron., Bologna Univ., Italy
fDate :
3/1/1989 12:00:00 AM
Abstract :
The problem of tracking changes in viscoelastic properties of the systemic arterial bed is considered, and a recursive estimation procedure, belonging to the class of output-error algorithms with adjustable compensator, is developed and discussed. By means of computer simulation, suitable values are determined for the key design variable which controls the tradeoff between the tracking ability and noise sensitivity of the algorithm. In this way, the algorithm allows online estimation of arterial compliance, peripheral resistance, and characteristic impedance on the basis of aortic pressure and flow signals. The results obtained from data numerically simulated, as well as measured on a mock circulatory system, demonstrate that the dominant arterial time constant can be tracked by the algorithm using only measurements of the aortic pressure during diastole.
Keywords :
biorheology; viscoelasticity; adjustable compensator; aortic pressure; arterial compliance; arterial time constant; characteristic impedance; computer simulation; design variable; mock circulatory system; noise sensitivity; numerical simulation; output-error algorithms; peripheral resistance; recursive estimation procedure; systemic arterial bed; systemic vascular bed; time-varying properties tracking; viscoelastic properties; Algorithm design and analysis; Computer simulation; Elasticity; Electrical resistance measurement; Impedance; Pressure measurement; Recursive estimation; Time measurement; Time varying systems; Viscosity; Algorithms; Blood Viscosity; Computer Simulation; Elasticity; Hemodynamics; Humans; Models, Cardiovascular; Time Factors; Vascular Resistance;
Journal_Title :
Biomedical Engineering, IEEE Transactions on