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 Selection with the Analysis of Variance Method
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
2001 (English)Report (Other academic)
Abstract [en]

Identification of non-linear finite impulse response (N-FIR) models is studied. In particular the selection of model structure, i.e., to find the best regressors, is examined. In this report it is shown that a statistical method, the analysis of variance, is a better alternative than exhaustive search among all possible regressors, in the identification of the structure of non-linear FIR-models. The method is evaluated for different conditions on the input signal to the system. The results will serve as a foundation for the extension of the ideas to non-linear autoregressive processes.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2001. , 8 p.
Series
LiTH-ISY-R, ISSN 1400-3902 ; 2407
Keyword [en]
Time delay estimation, Time lag, Identification, Non-linear models, Analysis of variance
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-55856ISRN: LiTH-ISY-R-2407OAI: oai:DiVA.org:liu-55856DiVA: diva2:316682
Available from: 2010-04-30 Created: 2010-04-30 Last updated: 2014-09-04Bibliographically approved

Open Access in DiVA

fulltext(207 kB)48 downloads
File information
File name FULLTEXT01.pdfFile size 207 kBChecksum SHA-512
fb02f78af75c9a7a07c0f34bcd209636f93502055e6bd1977c50d123159e67a15597e6a30ab3288df3b2d8242aea6a36b27c65e64e5bd932ec74aba15d8cbb20
Type fulltextMimetype application/pdf

Authority records BETA

Lind, Ingela

Search in DiVA

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

Search outside of DiVA

GoogleGoogle Scholar
Total: 48 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: 33 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