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Comments on Model Validation as Set Membership Identification
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
1999 (English)In: Proceedings of the 1998 Robustness in Identification and Control Workshop, 1999, Vol. 245, 7-17 p.Conference paper, Published paper (Refereed)
Abstract [en]

We review four basic model validation techniques, one that relates to the unknown-but-bounded disturbance assumption, one that has been recently suggested in the Identification-for-robust-controlcontext and two more classical statistical tests. By defining the set of models that would pass the chosen model validation test, we may interpret each of these as a set membership identification method. The consequences of such a viewpoint are discussed, and we focus on the important, but perhaps controversial concept of independence to make further selections of models within the thus defined sets.

Place, publisher, year, edition, pages
1999. Vol. 245, 7-17 p.
Series
Lecture Notes in Control and Information Sciences
Keyword [en]
Model validation, Set membership
National Category
Engineering and Technology Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-91172ISBN: 978-1-85233-179-5 (print)OAI: oai:DiVA.org:liu-91172DiVA: diva2:617384
Conference
1998 Robustness in Identification and Control Workshop, Siena, Italy, July-August, 1998
Available from: 2013-04-23 Created: 2013-04-17 Last updated: 2013-04-23

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Ljung, Lennart

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