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)
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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.
| Item Type: | Book Section |
|---|---|
| Identification Number: | 10.3182/20120711-3-BE-2027.00368 |
| Additional Information: | 16th IFAC Symposium on System Identification held in Brussels (Belgium), 11-13 July 2012 |
| Uncontrolled Keywords: | Bounded-error identification, LPV modeling, Type I diabetes. |
| Subjects: | Q Science > QA Mathematics > QA75 Electronic computers. Computer science R Medicine > R Medicine (General) |
| Research Area: | Computer Science and Applications |
| Depositing User: | Ms T. Iannizzi |
| Date Deposited: | 09 Jan 2015 12:12 |
| Last Modified: | 09 Jan 2015 12:12 |
| URI: | http://eprints.imtlucca.it/id/eprint/2449 |
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