%0 Book Section
%@ 978-3-902823-06-9
%A Cerone, Vito
%A Piga, Dario
%A Regruto, Diego
%A Berehanu, Sintayehu
%B 16th IFAC Symposium on System Identification
%D 2012
%F eprints:2449
%I IFAC
%K Bounded-error identification, LPV modeling, Type I diabetes.
%P 559-564
%T LPV identification of the glucose-insulin dynamics in Type I Diabetes
%U http://eprints.imtlucca.it/2449/
%V 1
%X 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.
%Z 16th IFAC Symposium on System Identification held in Brussels (Belgium), 11-13 July 2012