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
Some Classical and Some New Ideas for Identification of Linear Systems
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
2013 (English)In: Journal of Control, Automation and Electrical Systems, ISSN 2195-3880, Vol. 24, no 1-2, 3-10 p.Article in journal (Refereed) Published
Abstract [en]

This paper gives an overview of the identificationof linear systems. It covers the classical approach ofparametric methods by means of maximum likelihood andpredicion error methods, as well all classical non-parametricmethods through spectral analysis. It also covers very recenttechniques dealing with convex formulations by regularizationof FIR and ARX models, as well as new alternatives tospectral analysis, through local linear models. An example of identification of aircraft dynamics illustrates the approaches.

Place, publisher, year, edition, pages
Springer, 2013. Vol. 24, no 1-2, 3-10 p.
Keyword [en]
System identification, Maximimum likelihood, Prediction error methods, Spectral analysis, Regularization, Local polynomial methods
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-96749DOI: 10.1007/s40313-013-0004-7OAI: oai:DiVA.org:liu-96749DiVA: diva2:643191
Projects
LEARN
Available from: 2013-08-26 Created: 2013-08-26 Last updated: 2017-04-05Bibliographically approved

Open Access in DiVA

fulltext(1433 kB)3338 downloads
File information
File name FULLTEXT01.pdfFile size 1433 kBChecksum SHA-512
e76f13fa454f15264a35e23b3db68e752508b35710e6027e1570e331d97717becc3cd1b4d72c61054d6b3e723f9d19800f03b57adaefaca06c9dc46638739a39
Type fulltextMimetype application/pdf

Other links

Publisher's full text

Authority records BETA

Ljung, Lennart

Search in DiVA

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

Search outside of DiVA

GoogleGoogle Scholar
Total: 3338 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

doi
urn-nbn

Altmetric score

doi
urn-nbn
Total: 1389 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