In this paper, we deal with the problem of tracking a desired plasma glucose concentration by means of intravenous insulin administration, for Type 2 diabetic patients. A nonlinear time-delay model is used to describe the glucose-insulin regulatory system, according to which a model-based approach is exploited to design a semiglobal sampled-data dynamic output feedback controller. It is shown that emulation, by Euler approximation, of a proposed continuous-Time control law yields stabilization in the sample-And-hold sense of the glucose-insulin system. The glucose regulator makes use of only sampled glucose measurements. Theoretical results are preclinically validated through a virtual environment broadly accepted as a substitute to animal trials for the preclinical testing of control strategies in plasma glucose regulation. Numerical results are encouraging and pave the way to further clinical verifications.
Di Ferdinando, M., Pepe, P., Palumbo, P., Panunzi, S., De Gaetano, A. (2020). Semiglobal Sampled-Data Dynamic Output Feedback Controller for the Glucose-Insulin System. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 28(1), 16-32 [10.1109/TCST.2018.2881662].
Semiglobal Sampled-Data Dynamic Output Feedback Controller for the Glucose-Insulin System
Palumbo, P;
2020
Abstract
In this paper, we deal with the problem of tracking a desired plasma glucose concentration by means of intravenous insulin administration, for Type 2 diabetic patients. A nonlinear time-delay model is used to describe the glucose-insulin regulatory system, according to which a model-based approach is exploited to design a semiglobal sampled-data dynamic output feedback controller. It is shown that emulation, by Euler approximation, of a proposed continuous-Time control law yields stabilization in the sample-And-hold sense of the glucose-insulin system. The glucose regulator makes use of only sampled glucose measurements. Theoretical results are preclinically validated through a virtual environment broadly accepted as a substitute to animal trials for the preclinical testing of control strategies in plasma glucose regulation. Numerical results are encouraging and pave the way to further clinical verifications.File | Dimensione | Formato | |
---|---|---|---|
DiFerdinando_v3.pdf
accesso aperto
Descrizione: Versione post-print completa del lavoro
Tipologia di allegato:
Author’s Accepted Manuscript, AAM (Post-print)
Dimensione
1.39 MB
Formato
Adobe PDF
|
1.39 MB | Adobe PDF | Visualizza/Apri |
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.