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Observer-based closed-loop control of plasma glycemia

Contributo in Atti di convegno
Data di Pubblicazione:
2009
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. ©2009 IEEE.
Tipologia CRIS:
04.01 Contributo in Atti di convegno
Keywords:
Plasma measurements; Insulation life; Observers; Delay estimation; Sugar; Insulin; Delay systems; Linear feedback control systems; State feedback; State estimation
Elenco autori:
DE GAETANO, Andrea; Palumbo, Pasquale; Panunzi, Simona
Autori di Ateneo:
DE GAETANO ANDREA
PANUNZI SIMONA
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/429895
Pubblicato in:
PROCEEDINGS OF THE IEEE CONFERENCE ON DECISION & CONTROL, INCLUDING THE SYMPOSIUM ON ADAPTIVE PROCESSES
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