A closed-loop therapy for diabetic patients is proposed, by suitably exploiting a discrete Delay Differential Equation (DDE) model of the glucose-insulin system. To this aim, plasma glucose concentration is regulated by means of subcutaneous insulin administration, in order to track a desired glucose profile. The method of exact input/output feedback linearization and stabilization is used, in order to ensure the local convergence of the tracking error to zero. The use of a state observer for delay systems makes it so that the control law requires only glucose measurements, which are easily achievable according to the present technology. Even if exogenous insulin administration is standardly used for Type I diabetic patients (who do not have a pancreatic insulin release), the use of a DDE model allows to extend the proposed treatment also to Type II diabetes. Performed simulations show the effectiveness of the proposed approach.

Observer-based glucose control via subcutaneous insulin administration

Palumbo;Pa;Panunzi;De Gaetano;
2012

Abstract

A closed-loop therapy for diabetic patients is proposed, by suitably exploiting a discrete Delay Differential Equation (DDE) model of the glucose-insulin system. To this aim, plasma glucose concentration is regulated by means of subcutaneous insulin administration, in order to track a desired glucose profile. The method of exact input/output feedback linearization and stabilization is used, in order to ensure the local convergence of the tracking error to zero. The use of a state observer for delay systems makes it so that the control law requires only glucose measurements, which are easily achievable according to the present technology. Even if exogenous insulin administration is standardly used for Type I diabetic patients (who do not have a pancreatic insulin release), the use of a DDE model allows to extend the proposed treatment also to Type II diabetes. Performed simulations show the effectiveness of the proposed approach.
2012
Istituto di Analisi dei Sistemi ed Informatica ''Antonio Ruberti'' - IASI
9783902823106
Discrete delay differential equations
Glucose measurements
Glucose-insulin system
Input/output feedback linearizations
Local Convergence
Non-linear observer
Time-delay systems
Type ii diabetes
Delay control systems
Differential equations
Glucose
Patient treatment
Insulin
File in questo prodotto:
File Dimensione Formato  
prod_275166-doc_77018.pdf

non disponibili

Descrizione: Observer-based glucose control via subcutaneous insulin administration
Dimensione 243.86 kB
Formato Adobe PDF
243.86 kB Adobe PDF   Visualizza/Apri   Richiedi una copia

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/257418
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 11
  • ???jsp.display-item.citation.isi??? ND
social impact