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Identification of Hammerstein Systems Using Separable Random Multisines
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
2006 (English)In: Proceedings of the 14th IFAC Symposium on System Identification, 2006, 768-773 p.Conference paper (Refereed)
Abstract [en]

The choice of input signal is very important in identification of nonlinear systems. In this paper, it is shown that random multisines with a flat amplitude spectrum are separable. The separability property means that certain conditional expectations are linear and it implies that random multisines easily can be used to obtain accurate estimates of the linear time-invariant part of a Hammerstein system. This is illustrated in a numerical example.

Place, publisher, year, edition, pages
2006. 768-773 p.
, IFAC-PapersOnLine, ISSN 2405-8963 ; 39(1)
Keyword [en]
System identification, Random multisines, Separable processes, Hammerstein systems
National Category
Engineering and Technology Control Engineering
URN: urn:nbn:se:liu:diva-33719DOI: 10.3182/20060329-3-AU-2901.00120Local ID: 19760ISBN: 978-3-902661-02-9OAI: diva2:254542
14th IFAC Symposium on System Identification, Newcastle, Australia, March, 2006
Available from: 2009-10-09 Created: 2009-10-09 Last updated: 2016-06-22

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ReferencesLink to record
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