• DocumentCode
    3316247
  • Title

    Observer-based closed-loop control of plasma glycemia

  • Author

    Palumbo, P. ; Pepe, P. ; Panunzi, S. ; De Gaetano, A.

  • Author_Institution
    Ist. di Analisi dei Sist. ed Inf. A. Ruberti, Consiglio Naz. delle Ric. (IASI-CNR), Rome, Italy
  • fYear
    2009
  • fDate
    15-18 Dec. 2009
  • Firstpage
    3507
  • Lastpage
    3512
  • Abstract
    The paper investigates the problem of tracking a desired plasma glucose evolution by means of intra-venous insulin administration. A model-based approach is followed. Only measurements of glycemia are considered. A nonlinear observer for delay differential systems is used for the estimation of insulinemia. In the spirit of the separation theorem, a nonlinear control law is proposed, based on the feedback linearization, which makes use of the observer estimations instead of the full state measurements. The local convergence of the tracking error to zero is theoretically proved. In silico simulations, which also take into account input saturation, show the very good performance of the proposed control technique.
  • Keywords
    blood; closed loop systems; convergence; delay-differential systems; feedback; observers; delay differential systems; feedback linearization; input saturation; insulinemia; intravenous insulin administration; local convergence; nonlinear control law; nonlinear observer; observer based closed loop control; observer estimation; plasma glucose evolution; plasma glycemia; separation theorem; Delay estimation; Delay systems; Insulation life; Insulin; Linear feedback control systems; Observers; Plasma measurements; State estimation; State feedback; Sugar;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference. CDC/CCC 2009. Proceedings of the 48th IEEE Conference on
  • Conference_Location
    Shanghai
  • ISSN
    0191-2216
  • Print_ISBN
    978-1-4244-3871-6
  • Electronic_ISBN
    0191-2216
  • Type

    conf

  • DOI
    10.1109/CDC.2009.5400805
  • Filename
    5400805