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Robust Input Design for Resonant Systems Under Limited A Priori Information
KTH, School of Electrical Engineering (EES), Automatic Control. KTH, School of Electrical Engineering (EES), Centres, ACCESS Linnaeus Centre.
Department ELEC, Vrije Universiteit Brussels.
Department ELEC, Vrije Universiteit Brussels.
2012 (English)In: 16th IFAC Symposium on System Identification, IFAC , 2012, 1611-1616 p.Conference paper, Published paper (Refereed)
Abstract [en]

Optimal input design typically depends on the unknown system parameters that need to be identifed. In this paper we consider robust input design for resonant systems that may span over a large frequency band. The concept is to use classical D-optimal design combined with a robust excitation signal which guarantees the same estimate variance regardless of resonance frequency. Simulations show that the proposed signal has the desired properties.

Place, publisher, year, edition, pages
IFAC , 2012. 1611-1616 p.
Series
IFAC Proceedings Volumes (IFAC-PapersOnline), ISSN 1474-6670 ; 16
Keyword [en]
Optimal experiment design, system identication, robustness, frequency-response, power spectral density
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:kth:diva-96515DOI: 10.3182/20120711-3-BE-2027.00317Scopus ID: 2-s2.0-84867073239ISBN: 978-390282306-9 (print)OAI: oai:DiVA.org:kth-96515DiVA: diva2:531019
Conference
16th IFAC Symposium on System Identification, July 11-13, Brussels
Note

QC 20120730

Available from: 2012-07-30 Created: 2012-06-05 Last updated: 2012-11-22Bibliographically approved

Open Access in DiVA

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