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Prior information in structure estimation
- 1.0411258 - UTIA-B 20030245 RIV GB eng J - Journal Article
Kárný, Miroslav - Nedoma, Petr - Khailova, Natalia - Pavelková, Lenka
Prior information in structure estimation.
IEE Proceedings. Control Theory and Applications. Roč. 150, č. 6 (2003), s. 643-653. ISSN 1350-2379
R&D Projects: GA AV ČR IBS1075102; GA AV ČR IBS1075351; GA ČR GA102/03/0049
Institutional research plan: CEZ:AV0Z1075907
Keywords : prior knowledge * structure estimation * autoregressive models
Subject RIV: BC - Control Systems Theory
Impact factor: 0.745, year: 2003
http://library.utia.cas.cz/separaty/historie/karny-0411258.pdf
The problem of a joint quantification of prior knowledge and structure estimation is solved within the dynamic exponential family of models. The result is elaborated for normal controlled autoregressive models (ARX) and illustrated on a simulated example. The problem arisen as a substantial ingredients of automatic commission of adaptive controllers that is described in a companion paper. From this perspective, the paper serves also as an illustration of technology used within this broader context.
Permanent Link: http://hdl.handle.net/11104/0131343
Number of the records: 1