Using semidefinite programming for L1 identification of the ARX model

S. Kolumbán, I. Vajk

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

1 Citaat (Scopus)

Samenvatting

Since system identification is closely related to control theory it is quite convenient that common tools of control may prove to be useful for identification as well. Semidefinite programming is now considered as a standard tool in control theory, however its applications for identification purposes are rare. This paper shows how L1 identification of the ARX model structure can be formulated as a semidefinite program. The way of incorporating a priori information into the identification process is demonstrated which necessitates the usage of semidefinite programming.

Originele taal-2Engels
Titel11th IEEE International Symposium on Computational Intelligence and Informatics, CINTI 2010 - Proceedings, 18-20 November 2010, Budapest, Hungary
Plaats van productiePiscataway
UitgeverijInstitute of Electrical and Electronics Engineers
Pagina's75-80
Aantal pagina's6
DOI's
StatusGepubliceerd - 2010
Extern gepubliceerdJa
Evenement11th IEEE International Symposium on Computational Intelligence and Informatics, (CINTI 2010), November 18-20, Budapest, Hungary - Budapest, Hongarije
Duur: 18 nov. 201020 nov. 2010
http://conf.uni-obuda.hu/cinti2010/

Congres

Congres11th IEEE International Symposium on Computational Intelligence and Informatics, (CINTI 2010), November 18-20, Budapest, Hungary
Land/RegioHongarije
StadBudapest
Periode18/11/1020/11/10
Internet adres

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