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Some Aspects on Nonlinear System Identification
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
2006 (English)In: Proceedings of the 14th IFAC Symposium on System Identification, 2006, 553-564 p.Conference paper (Refereed)
Abstract [en]

Identification of nonlinear systems is a very extensive problem, with roots and branches in several diverse fields. It is not possible to survey the area in a short text. The current presentation gives a subjective view on some essential features in the area. These concern a classification of methods, the use of different shades of grey in models, and some overall issues like bias-variance trade-offs, data sparseness and the peril of local minima.

Place, publisher, year, edition, pages
2006. 553-564 p.
Keyword [en]
Nonlinear systems, Identification
National Category
Engineering and Technology Control Engineering
URN: urn:nbn:se:liu:diva-35853DOI: 10.3182/20060329-3-AU-2901.00085Local ID: 28785ISBN: 978-3-902661-02-9OAI: diva2:256701
14th IFAC Symposium on System Identification, Newcastle, Australia, March, 2006
Available from: 2009-10-10 Created: 2009-10-10 Last updated: 2013-02-25

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Ljung, Lennart
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Automatic ControlThe Institute of Technology
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ReferencesLink to record
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