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Wiener-Hammerstein Benchmark
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
Vrije Universiteit Brussel, Belgium.
University of Leuven, Netherlands.
2009 (English)In: Proceedings of the 15th IFAC Symposium on System Identification, 2009Conference paper, Published paper (Refereed)
Abstract [en]

This paper describes a benchmark for nonlinear system identification. A Wiener-Hammerstein system is selected as test object. In such a structure there is no direct access to the static nonlinearity starting from the measured input/output, because it is sandwiched between two unknown dynamic systems. The signal-to-noise ratio of the measurements is quite high, which puts the focus of the benchmark on the ability to identify the nonlinear behaviour, and not so much on the noise rejection properties. The benchmark is not intended as a competition, but as a tool to compare the possibilities of different methods to deal with this specific nonlinear structure.

Place, publisher, year, edition, pages
2009.
Keyword [en]
Benchmark examples, Nonlinear systems, System identification
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-89070OAI: oai:DiVA.org:liu-89070DiVA: diva2:606628
Conference
15th IFAC Symposium on System Identification, Saint-Malo, France, July, 2009
Available from: 2013-02-20 Created: 2013-02-19 Last updated: 2013-09-15

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Ljung, Lennart

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