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
Linear Models of Nonlinear FIR Systems with Gaussian Inputs
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
2002 (English)Report (Other academic)
Abstract [en]

We show a result that can be viewed as a generalization of Bussgang's classic theorem about static non-linearities with Gaussian inputs. This new result is used to characterize the best linear approximation of a non-linear finite impulse response (NFIR) system with a Gaussian input. The best linear approximation is here defined as the causal LTI system that minimizes the expected squared prediction error. Furthermore, we discuss how this characterization can be used for structure identication and for identication of generalized Hammerstein and Wiener systems.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2002. , 10 p.
Series
LiTH-ISY-R, ISSN 1400-3902 ; 2462
Keyword [en]
System identification, Nonlinear FIR system, Gaussian input, Bussgang's theorem
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-55891ISRN: LiTH-ISY-R-2462OAI: oai:DiVA.org:liu-55891DiVA: diva2:316641
Available from: 2010-04-30 Created: 2010-04-30 Last updated: 2014-07-29Bibliographically approved

Open Access in DiVA

fulltext(150 kB)126 downloads
File information
File name FULLTEXT01.pdfFile size 150 kBChecksum SHA-512
52cc7373f15ef32c8427d27be087efc696830a5b3fe150c7b741dab65952762b7f01324c94c4cf7cebde1253a0c930a42396639c14438facf095b4c4c467ba4a
Type fulltextMimetype application/pdf

Authority records BETA

Enqvist, Martin

Search in DiVA

By author/editor
Enqvist, Martin
By organisation
Automatic ControlThe Institute of Technology
Control Engineering

Search outside of DiVA

GoogleGoogle Scholar
Total: 126 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: 98 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