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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)In: Proceedings of the 29th Chinese Control Conference, 2010Conference paper (Refereed)
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
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-95573ISBN: 978-1-4244-6263-6OAI: diva2:636157
29th Chinese Control Conference, Beijing, China, 29-31 July, 2010
Swedish Research CouncilSwedish Foundation for Strategic Research
Available from: 2013-07-09 Created: 2013-07-09 Last updated: 2013-09-23

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Ljung, Lennart
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Automatic ControlThe Institute of Technology
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