TY  - CHAP
Y1  - 2012///
PB  - IFAC
A1  - Cerone, Vito
A1  - Piga, Dario
A1  - Regruto, Diego
A1  - Berehanu, Sintayehu
SP  - 559
N1  - 16th IFAC Symposium on System Identification held in Brussels (Belgium), 11-13 July 2012
ID  - eprints2449
EP  - 564
T2  - 16th IFAC Symposium on System Identification
KW  - Bounded-error identification
KW  -  LPV modeling
KW  -  Type I diabetes.
AV  - public
TI  - LPV identification of the glucose-insulin dynamics in Type I Diabetes
UR  - http://dx.doi.org/10.3182/20120711-3-BE-2027.00368
SN  - 1474-6670
M1  - 1
N2  - In this paper we address the problem of identifying a linear parameter varying (LPV) model of the glucose-insulin dynamics in Type I diabetic patients. First, the identification problem is formulated in the framework of bounded-error identification, then an algorithm for parameter bounds computation, based on semidefinite programming, is presented. The effectiveness of the proposed approach is tested in simulation by means of the widely adopted nonlinear Sorensen patient model.
ER  -