liu.seSearch for publications in DiVA
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • 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
Regressor and Structure Selection in NARX Models Using a Structured ANOVA Approach
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
2007 (English)Report (Other academic)
Abstract [en]

Regressor selection can be viewed as the first step in the system identification process. The benefits of finding good regressors before estimating complex models are especially clear for nonlinear systems, where the class of possible models is huge. In this article, a structured way of using the tool analysis of variance (ANOVA) is presented and used for NARX model (nonlinear autoregressive model with exogenous input) identification with many candidate regressors.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2007. , 16 p.
Series
LiTH-ISY-R, ISSN 1400-3902 ; 2799
Keyword [en]
Analysis of variance, Nonlinear system identification, Structure identification
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-55832ISRN: LiTH-ISY-R-2799OAI: oai:DiVA.org:liu-55832DiVA: diva2:316706
Available from: 2010-04-30 Created: 2010-04-30 Last updated: 2014-09-04Bibliographically approved

Open Access in DiVA

fulltext(728 kB)239 downloads
File information
File name FULLTEXT01.pdfFile size 728 kBChecksum SHA-512
6d5da96e228dde69d6a059cdba54a07ff2161bb76e985bfa6a9fa5d190a76c3183636de2983cd3adea34bfbf65450d1c3782609e924da0c1ef40ed99e45397a5
Type fulltextMimetype application/pdf

Authority records BETA

Lind, IngelaLjung, Lennart

Search in DiVA

By author/editor
Lind, IngelaLjung, Lennart
By organisation
Automatic ControlThe Institute of Technology
Control Engineering

Search outside of DiVA

GoogleGoogle Scholar
Total: 239 downloads
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

urn-nbn

Altmetric score

urn-nbn
Total: 127 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • 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