eprintid: 2436
rev_number: 8
eprint_status: archive
userid: 6
dir: disk0/00/00/24/36
datestamp: 2015-01-08 13:24:07
lastmod: 2015-01-08 13:24:07
status_changed: 2015-01-08 13:24:07
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 block-structured nonlinear feedback systems
ispublished: pub
subjects: QA75
divisions: CSA
full_text_status: public
keywords: LMI; bounded uncertainty; errors-in-variable; linear programming; parameter bounding
abstract: In this paper a three-stage procedure for set-membership identification of block-structured nonlinear feedback systems is proposed. Nonlinear block parameters bounds are computed in the first stage exploiting steady-state measurements. Then, given the uncertain description of the nonlinear block, bounds on the unmeasurable inner-signal are computed in the second stage. Finally, linear block parameters bounds are computed in the third stage on the basis of output measurements and computed inner signal bounds. Computation of both the nonlinear block parameters and the inner-signal bounds is formulated in terms of semialgebraic optimization and solved by means of suitable convex LMI relaxation techniques. Linear block parameters are bounded solving a number of linear programming problems.
date: 2009-12
date_type: published
publisher: IEEE
pagerange: 3643-3649
event_title: Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference. CDC/CCC 2009. Proceedings of the 48th IEEE Conference on
refereed: TRUE
isbn: 978-1-4244-3872-3 
book_title: Proceedings of the 48th IEEE Conference on Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference. CDC/CCC 2009
official_url: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5400643&isnumber=5399469
citation:   Cerone, Vito and Piga, Dario and Regruto, Diego  Set-membership identification of block-structured nonlinear feedback systems.   In:  Proceedings of the 48th IEEE Conference on Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference. CDC/CCC 2009.   IEEE, pp. 3643-3649.  ISBN 978-1-4244-3872-3       (2009)  
document_url: http://eprints.imtlucca.it/2436/1/CDC2009LurePres.pdf