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A System Identification Software Tool for General MISO ARX-Type of Model Structures
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
1996 (English)Report (Other academic)
Abstract [en]

The typical system identification procedure requires powerful and versatile software means. In this paper we describe and exemplify the use of a prototype identi#cation software tool, applicable for the rather broad class of multi input single output model structures with regressors that are formed by delayed in- and outputs. Interesting special instances of this model structure category include, e.g., linear ARX and many semi-physical structures, feed-forward neural networks, radial basis function networks, hinging hyperplanes, certain fuzzy structures, etc., as well as anyhybrid obtained by combining an arbitrary number of such approaches.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 1996. , 29 p.
LiTH-ISY-R, ISSN 1400-3902 ; 1918
Keyword [en]
System identication software tools matlab MISO systems linear and nonlinear
Keyword [sv]
Cybernetik Informationsteori
National Category
Control Engineering
URN: urn:nbn:se:liu:diva-55379ISRN: LITH-ISY-R-1918OAI: diva2:316001
Swedish Research Council
Available from: 2010-04-29 Created: 2010-04-29 Last updated: 2014-09-16Bibliographically approved

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Automatic ControlThe Institute of Technology
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ReferencesLink to record
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