eprintid: 2449
rev_number: 10
eprint_status: archive
userid: 6
dir: disk0/00/00/24/49
datestamp: 2015-01-09 12:12:01
lastmod: 2015-01-09 12:12:01
status_changed: 2015-01-09 12:12:01
type: book_section
metadata_visibility: show
creators_name: Cerone, Vito
creators_name: Piga, Dario
creators_name: Regruto, Diego
creators_name: Berehanu, Sintayehu
creators_id: 
creators_id: dario.piga@imtlucca.it
creators_id: 
creators_id: 
title: LPV identification of the glucose-insulin dynamics in Type I Diabetes
ispublished: pub
subjects: QA75
subjects: R1
divisions: CSA
full_text_status: public
keywords: Bounded-error identification, LPV modeling, Type I diabetes.
note: 16th IFAC Symposium on System Identification held in Brussels (Belgium), 11-13 July 2012
abstract: 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.
date: 2012
date_type: published
volume: 1
publisher: IFAC
pagerange: 559-564
id_number: doi:10.3182/20120711-3-BE-2027.00368
refereed: TRUE
isbn: 978-3-902823-06-9
issn: 1474-6670
book_title: 16th IFAC Symposium on System Identification
official_url: http://dx.doi.org/10.3182/20120711-3-BE-2027.00368
citation:   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)  
document_url: http://eprints.imtlucca.it/2449/1/IFAC2012PreprintPiga2.pdf