DocumentCode
427741
Title
Identification of extended Hammerstein model for renal hemodynamics
Author
Lorentz, Mathieu J V ; Williamson, Geoffrey A. ; Griffin, Karen A. ; Bidani, Anil K.
Author_Institution
Dept. of Electr. & Comput. Eng., Illinois Inst. of Technol., Chicago, IL, USA
Volume
1
fYear
2004
fDate
7-10 Nov. 2004
Firstpage
746
Abstract
Recently a simple feedback model was developed to represent the dynamics of autoregulation of renal blood flow. In the model, the dynamics are broken into a static nonlinearity that determines a target vascular conductance and a linear system that describes the time course of the actual conductance as it follows the target. In this paper, an identification method is described to estimate these two components from measurements of renal blood pressure and flow rate. Via this approach, an accurate representation of the renal autoregulation is obtained while at the same time determining set of parameters from which physiological information can be deduced.
Keywords
blood vessels; haemodynamics; kidney; extended Hammerstein model identification; linear system; renal blood flow autoregulation; renal hemodynamics; target vascular conductance; Blood flow; Blood pressure; Feedback; Fluctuations; Fluid flow measurement; Hemodynamics; Hospitals; Linear systems; Nonlinear dynamical systems; Nonlinear filters;
fLanguage
English
Publisher
ieee
Conference_Titel
Signals, Systems and Computers, 2004. Conference Record of the Thirty-Eighth Asilomar Conference on
Print_ISBN
0-7803-8622-1
Type
conf
DOI
10.1109/ACSSC.2004.1399234
Filename
1399234
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