Abstract
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.
Original language | English |
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Title of host publication | 11th IEEE International Symposium on Computational Intelligence and Informatics, CINTI 2010 - Proceedings, 18-20 November 2010, Budapest, Hungary |
Place of Publication | Piscataway |
Publisher | Institute of Electrical and Electronics Engineers |
Pages | 75-80 |
Number of pages | 6 |
DOIs | |
Publication status | Published - 2010 |
Externally published | Yes |
Event | 11th IEEE International Symposium on Computational Intelligence and Informatics, (CINTI 2010), November 18-20, Budapest, Hungary - Budapest, Hungary Duration: 18 Nov 2010 → 20 Nov 2010 http://conf.uni-obuda.hu/cinti2010/ |
Conference
Conference | 11th IEEE International Symposium on Computational Intelligence and Informatics, (CINTI 2010), November 18-20, Budapest, Hungary |
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Country/Territory | Hungary |
City | Budapest |
Period | 18/11/10 → 20/11/10 |
Internet address |