relation: http://eprints.imtlucca.it/2449/
title: LPV identification of the glucose-insulin dynamics in Type I Diabetes
creator: Cerone, Vito
creator: Piga, Dario
creator: Regruto, Diego
creator: Berehanu, Sintayehu
subject: QA75 Electronic computers. Computer science
subject: R Medicine (General)
description: 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.
publisher: IFAC
date: 2012
type: Book Section
type: PeerReviewed
format: application/pdf
language: en
identifier: http://eprints.imtlucca.it/2449/1/IFAC2012PreprintPiga2.pdf
identifier:   Cerone, Vito and Piga, Dario and Regruto, Diego and Berehanu, Sintayehu  LPV identification of the glucose-insulin dynamics in Type I Diabetes.   In:  16th IFAC Symposium on System Identification.   IFAC, pp. 559-564.  ISBN 978-3-902823-06-9      (2012)  
relation: http://dx.doi.org/10.3182/20120711-3-BE-2027.00368
relation: doi:10.3182/20120711-3-BE-2027.00368