Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • 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
A systematic synthesis of a neural network-based smoother
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Signals and Systems.
Department of Chemical Engineering, Åbo Akademi.
1992 (English)In: Proceedings of the 1992 IEEE International Symposium on Intelligent Control: 11 - 13 August, Forte Crest Glasgow Hotel, Glasgow, Scotland, U.K., New York: IEEE Communications Society, 1992, p. 147-151Conference paper, Published paper (Refereed)
Abstract [en]

A feedforward neural network (FNN) implementation of a finite-memory smoother (FMS) is proposed. For a linear time-invariant dynamic system with measurement and process white noise, a single-layer FNN with delayed inputs is found to possess the same structure as the FMS designed by the least-squares method. The FNN-based FMS features definite speed advantages over conventional approaches and intrinsically finite process memory. Due to its parallel structure and absence of state vector integration, the FNN suffices for real-time applications. A numerical example illustrates the design procedure

Place, publisher, year, edition, pages
New York: IEEE Communications Society, 1992. p. 147-151
National Category
Control Engineering
Research subject
Control Engineering
Identifiers
URN: urn:nbn:se:ltu:diva-29815DOI: 10.1109/ISIC.1992.225083Local ID: 36b9c1f0-3085-11dd-9729-000ea68e967bISBN: 0-7803-0546-9 (print)OAI: oai:DiVA.org:ltu-29815DiVA, id: diva2:1003041
Conference
International Symposium on Intelligent Control : 11/08/1992 - 13/08/1992
Note

Godkänd; 1992; 20080602 (cira)

Available from: 2016-09-30 Created: 2016-09-30 Last updated: 2017-11-25Bibliographically approved

Open Access in DiVA

No full text in DiVA

Other links

Publisher's full text

Search in DiVA

By author/editor
Medvedev, Alexander
By organisation
Signals and Systems
Control Engineering

Search outside of DiVA

GoogleGoogle Scholar

doi
isbn
urn-nbn

Altmetric score

doi
isbn
urn-nbn
Total: 5 hits
CiteExportLink to record
Permanent link

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