An Investigation of the Wiener Approach for Nonlinear System Identification Benchmarks

Montazeri, Allahyar and Arefi, Mohammad M. and Kazemi, Mehdi (2018) An Investigation of the Wiener Approach for Nonlinear System Identification Benchmarks. In: Workshop on Nonlinear System Identification Benchmarks, 2018-04-112018-04-13.

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Abstract

We evaluate the effectiveness of the Wiener model structure in modeling of the given benchmark problems. Two different approaches are proposed for parameter estimation. The results are compared for three problems, i.e. Silver Box, Wiener-Hammerstein, and Wiener-Hammerstein with noise. The aim is to evaluate the capability of the algorithms on the other benchmark problems in future works as well.

Item Type:
Contribution to Conference (Paper)
Journal or Publication Title:
Workshop on Nonlinear System Identification Benchmarks
ID Code:
124945
Deposited By:
Deposited On:
30 Apr 2018 08:20
Refereed?:
Yes
Published?:
Published
Last Modified:
05 Dec 2020 08:51