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
Direct Weight Optimization in Statistical Estimation and System Identification
Institute of Control Sciences, Russia.
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.
Université de Bretagne Sud, France.
2008 (English)In: Proceedings of the 7th International Conference on System Identification and Control Problems, 2008Conference paper, Published paper (Refereed)
Abstract [en]

The Direct Weight Optimization (DWO) approach to statistical estimation and the application to nonlinear system identification has been proposed and developed during the last few years. Computationally, the approachis typically reduced to a convex (e.g., quadratic or conic) program, whichcan be solved efficiently. The optimality or sub-optimality of the obtained estimates, in a minimax sense w.r.t. the estimation error criterion, can be analyzed under weak a priori conditions. The main ideas of the approach are discussed here and an overview of the obtained results is presented.

Place, publisher, year, edition, pages
2008.
Keyword [en]
Statistical estimation, Nonparametric identification, Minimax techniques, Convex programming, Nonlinear systems, Estimation error
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-42216Local ID: 61634OAI: oai:DiVA.org:liu-42216DiVA: diva2:263071
Conference
7th International Conference on System Identification and Control Problems, Moscow, Russia, January, 2008
Note

Plenary session

Available from: 2009-10-10 Created: 2009-10-10 Last updated: 2013-09-23

Open Access in DiVA

No full text

Other links

Related report

Authority records BETA

Roll, JacobLjung, Lennart

Search in DiVA

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

Search outside of DiVA

GoogleGoogle Scholar

urn-nbn

Altmetric score

urn-nbn
Total: 126 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