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Fundamental Limitations on the Accuracy of MIMO Linear Models Obtained by PEM for Systems Operating in Open Loop
The University of Newcastle, Australia.
KTH, School of Electrical Engineering (EES), Automatic Control. KTH, School of Electrical Engineering (EES), Centres, ACCESS Linnaeus Centre. (System Identification Group)ORCID iD: 0000-0003-0355-2663
The University of Newcastle, Australia.
2009 (English)In: Proceedings of the Joint 48th IEEE Conference on Decision and Control (CDC’09) and 28th Chinese Control Conference (CCC’09), 2009, 482-487 p.Conference paper, Published paper (Refereed)
Abstract [en]

In this paper we show that the variance of estimated parametric models for open loopMultiple-Input Multiple-Output (MIMO) systems obtained by the prediction error method (PEM) satisfies a fundamental integral limitation. The fundamental limitation gives rise to a multivariable 'water-bed' effect.

Place, publisher, year, edition, pages
2009. 482-487 p.
Keyword [en]
Fundamental limitations, MIMO linear model, Multi variables, Multiple-input-multiple-output systems, Open loops, Parametric models, Prediction error method
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:kth:diva-72580DOI: 10.1109/CDC.2009.5399835ISI: 000336893600082Scopus ID: 2-s2.0-77950816789ISBN: 978-142443871-6 (print)OAI: oai:DiVA.org:kth-72580DiVA: diva2:488383
Conference
48th IEEE Conference on Decision and Control held jointly with 2009 28th Chinese Control Conference, CDC/CCC 2009, Shanghai, 15 December 2009 through 18 December 2009
Note

QC 20120202

Available from: 2012-02-01 Created: 2012-01-31 Last updated: 2016-06-01Bibliographically approved

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Rojas, Cristian R.

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CiteExportLink to record
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Citation style
  • apa
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  • modern-language-association-8th-edition
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  • Other style
More styles
Language
  • de-DE
  • en-GB
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  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
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  • asciidoc
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