• DocumentCode
    1169951
  • Title

    Optimal H insulin injection control for blood glucose regulation in diabetic patients

  • Author

    Chee, Frederick ; Savkin, Andrey V. ; Fernando, Tyrone L. ; Nahavandi, Saeid

  • Author_Institution
    Sch. of Electr., Univ. of Western Australia, Crawley, WA, Australia
  • Volume
    52
  • Issue
    10
  • fYear
    2005
  • Firstpage
    1625
  • Lastpage
    1631
  • Abstract
    The theory of H optimal control has the feature of minimizing the worst-case gain of an unknown disturbance input. When appropriately modified, the theory can be used to design a "switching" controller that can be applied to insulin injection for blood glucose (BG) regulation. The "switching" controller is defined by a collection of basic insulin rates and a rule that switches the insulin rates from one value to another. The rule employed an estimation of BG from noisy measurements, and the subsequent optimization of a performance index that involves the solution of a "jump" Riccati differential equation and a discrete-time dynamic programming equation. With an appropriate patient model, simulation studies have shown that the controller could correct BG deviation using clinically acceptable insulin delivery rates.
  • Keywords
    H/sup /spl infin// control; H/sup /spl infin// optimisation; Riccati equations; biochemistry; biocontrol; blood; differential equations; diseases; blood glucose regulation; diabetic patients; discrete-time dynamic programming equation; jump Riccati differential equation; optimal H/sup /spl infin// insulin injection control; optimization; switching controller; Blood; Control systems; Control theory; Diabetes; Dynamic programming; Insulin; Integral equations; Optimal control; Riccati equations; Sugar; Dynamic programming; H-infinity control; hybrid dynamical systems; insulin infusion; jump Riccati differential equation; optimal control; Algorithms; Blood Glucose; Computer Simulation; Diabetes Mellitus; Drug Therapy, Computer-Assisted; Feedback; Humans; Injections; Insulin; Insulin Infusion Systems; Models, Biological; Treatment Outcome;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/TBME.2005.855727
  • Filename
    1510846