eprintid: 2445
rev_number: 8
eprint_status: archive
userid: 6
dir: disk0/00/00/24/45
datestamp: 2015-01-09 11:31:37
lastmod: 2015-01-09 11:31:37
status_changed: 2015-01-09 11:31:37
type: book_section
metadata_visibility: show
creators_name: Cerone, Vito
creators_name: Piga, Dario
creators_name: Regruto, Diego
creators_id: 
creators_id: dario.piga@imtlucca.it
creators_id: 
title: Set-membership identification of Hammerstein-Wiener systems
ispublished: pub
subjects: QA75
divisions: CSA
full_text_status: public
keywords: Decision support systems; Noise; Optimization; Polynomials; Uncertain systems; Uncertainty; Vector
note: 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC), held in Orlando USA), December 12-15, 2011
abstract: Set-membership identification of Hammerstein-Wiener models is addressed in the paper. First, it is shown that computation of tight parameter bounds requires the solutions to a number of nonconvex constrained polynomial optimization problems where the number of decision variables increases with the length of the experimental data sequence. Then, a suitable convex relaxation procedure is presented to significantly reduce the computational burden of the identification problem. A detailed discussion of the identification algorithm properties is reported. Finally, a simulated example is used to show the effectiveness and the computational tractability of the proposed approach.
date: 2011-12
date_type: published
publisher: IEEE
pagerange: 2819-2824
event_title: Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
id_number: 10.1109/CDC.2011.6161172
refereed: TRUE
isbn: 978-1-61284-799-3
book_title: Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC)
official_url: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6161172&isnumber=6159299
citation:   Cerone, Vito and Piga, Dario and Regruto, Diego  Set-membership identification of Hammerstein-Wiener systems.   In:  Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC).   IEEE, pp. 2819-2824.  ISBN 978-1-61284-799-3      (2011)  
document_url: http://eprints.imtlucca.it/2445/1/CDC2011Preprint_Piga2.pdf