relation: http://eprints.imtlucca.it/2445/
title: Set-membership identification of Hammerstein-Wiener systems
creator: Cerone, Vito
creator: Piga, Dario
creator: Regruto, Diego
subject: QA75 Electronic computers. Computer science
description: 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.
publisher: IEEE
date: 2011-12
type: Book Section
type: PeerReviewed
format: application/pdf
language: en
identifier: http://eprints.imtlucca.it/2445/1/CDC2011Preprint_Piga2.pdf
identifier:   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)  
relation: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6161172&isnumber=6159299
relation: 10.1109/CDC.2011.6161172