Estimation of nonlinear ARX models

descriptionPublicationkeyboard_double_arrow_right Article , Conference object 27 Aug 2003 Netherlands Publisher:IEEEJournal:Proceedings of the 41st IEEE Conference on Decision and Control, 2002., volume 2, pages 2,214-2,219

Authors: Zhu, Y.;

doi: 10.1109/cdc.2002.1184860

Estimation of nonlinear ARX models

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Abstract

Estimation of some nonlinear ARX (NARX) models is studied. First the model structures are discussed and their numerical tractability examined. Three NARX models axe proposed. Parameter estimation is solved for the three models. A relaxation iteration scheme is proposed by using the model structures in which the error is bilinear-in-parameters. The convergence and consistency of the method are established. Simulation study will be used to illustrate the method.

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Netherlands

Related Organizations

Technical University Eindhoven
Netherlands
Eindhoven University of Technology
Netherlands

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