• DocumentCode
    791192
  • Title

    Characterization of Dynamics in Renal Autoregulation Using Volterra Models

  • Author

    Hacioglu, R. ; Williamson, G.A. ; Abu-Amarah, I. ; Griffin, K.A. ; Bidani, A.K.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Illinois Inst. of Technol., Chicago, IL
  • Volume
    53
  • Issue
    11
  • fYear
    2006
  • Firstpage
    2166
  • Lastpage
    2176
  • Abstract
    The dynamics of renal autoregulation are modeled using a modified Volterra representation called the fixed pole expansion technique (FPET). A data dependent procedure is proposed for selecting the pole locations in this expansion that enables a reduction in model complexity compared to standard Volterra models. Furthermore, a quantitative characterization of frequency dependent features of the renal autoregulatory response is enabled via the model´s pole locations. The utility of this approach is demonstrated by applying the modeling technique to renal blood pressure and renal blood flow measurements in conscious rats. The model is used to characterize the myogenic autoregulatory response in control rats and rats whose renal autoregulation has been impaired by calcium channel blockers
  • Keywords
    Volterra equations; haemodynamics; kidney; physiological models; FPET; Volterra models; calcium channel blockers; conscious rats; fixed pole expansion technique; model complexity; myogenic autoregulatory response; renal autoregulation; renal blood flow; renal blood pressure; Blood flow; Blood pressure; Calcium; Costs; Fluid flow measurement; Frequency dependence; Kernel; Nonlinear dynamical systems; Pressure measurement; Rats; Biomedical engineering; Volterra models; dynamics; hemodynamics; identification; kidney; nonlinear dynamic systems; nonlinear system identification; Animals; Blood Flow Velocity; Computer Simulation; Feedback; Glomerular Filtration Rate; Homeostasis; Kidney; Male; Models, Biological; Rats; Rats, Sprague-Dawley; Renal Circulation;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/TBME.2006.883659
  • Filename
    1710157