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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.
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
URN: urn:nbn:se:liu:diva-97745ISRN: LiTH-ISY-R-2991OAI: diva2:650673
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)143 downloads
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Ljung, Lennart
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Automatic ControlThe Institute of Technology
Control Engineering

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ReferencesLink to record
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