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Approaches to Identification of Nonlinear Systems
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
2010 (English)Report (Other academic)
Abstract [en]

System Identification for linear systems and models is a well established and mature topic. Identifying nonlinear models is a much more rich and demanding problem area. In this presentation some major approaches and concepts for that are outlined.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2010. , 8 p.
Series
LiTH-ISY-R, ISSN 1400-3902 ; 2991
Keyword [en]
System identification- -Nonlinear models--Manifold learning--Estimation--Nonparametric--Nonparametric methods--Gray box--Black box
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-97745ISRN: LiTH-ISY-R-2991OAI: oai:DiVA.org:liu-97745DiVA: diva2:650673
Funder
Swedish Research CouncilSwedish Foundation for Strategic Research
Available from: 2013-09-23 Created: 2013-09-23 Last updated: 2014-09-01Bibliographically approved

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fulltext(387 kB)193 downloads
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Type fulltextMimetype application/pdf

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Ljung, Lennart

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CiteExportLink to record
Permanent link

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Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
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  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf