Title :
Vascular resistance estimation in renal hemodynamics using a time-varying Windkessel model
Author :
Abu-Naser, Mohammad ; Williamson, Geoffrey A. ; Bidani, Anil K. ; Griffin, Karen A.
Author_Institution :
Dept. of Electr. & Comput. Eng., Illinois Inst. of Technol., Chicago, IL, USA
Abstract :
In studies of the dynamics of renal vascular response to blood pressure variations, measurements of pressure and flow rate are typically utilized to characterize a dynamic response with pressure as input and flow as output. However, the primary regulatory effect is the adjustment of vascular resistance, so that a record of a resistance time series would better serve as the regulated output. Toward this goal, a technique is developed for estimating the parameters of a three-element, time-varying Windkessel model of the renal vasculature that enables resistance estimation. The method is described, analyzed, and applied to renal pressure/flow data from rats.
Keywords :
blood vessels; haemodynamics; kidney; parameter estimation; time series; blood flow rate measurements; blood pressure measurements; blood pressure variations; parameter estimation; renal hemodynamics; renal vasculature; resistance time series; time-varying Windkessel model; vascular resistance estimation; Blood flow; Blood pressure; Diseases; Electrical resistance measurement; Fluid flow measurement; Hemodynamics; Immune system; Parameter estimation; Pressure measurement; Rats;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
Print_ISBN :
0-7803-8874-7
DOI :
10.1109/ICASSP.2005.1416385