Parameter estimation of Wiener-Hammerstein models

H. E. Emara-Shabaik; M. S. Ahmed; K. H. Al-Ajmi

doi:10.1299/jsmec.44.118

Parameter estimation of Wiener-Hammerstein models

H. E. Emara-Shabaik^*
, M. S. Ahmed
, K. H. Al-Ajmi

^*Corresponding author for this work

King Fahd University of Petroleum & Minerals

Research output: Contribution to journal › Article › peer-review

5 Scopus citations

Abstract

Several algorithms, namely the Output Error (OE), the Equation Error (EE), the Prediction Error (PE), and the Instrumental Variable (IV), for parameter estimation of Wiener-Hammerstein models, are derived. Monte Carlo simulation results are provided showing the effectiveness, and comparing the performance of these algorithms.

Original language	English
Pages (from-to)	118-124
Number of pages	7
Journal	JSME International Journal, Series C: Mechanical Systems, Machine Elements and Manufacturing
Volume	44
Issue number	1
DOIs	https://doi.org/10.1299/jsmec.44.118
State	Published - 2001

Keywords

Office methods
Parameter estimation
Wiener-Hammerstein models

ASJC Scopus subject areas

Mechanical Engineering
Industrial and Manufacturing Engineering

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10.1299/jsmec.44.118

Cite this

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title = "Parameter estimation of Wiener-Hammerstein models",

abstract = "Several algorithms, namely the Output Error (OE), the Equation Error (EE), the Prediction Error (PE), and the Instrumental Variable (IV), for parameter estimation of Wiener-Hammerstein models, are derived. Monte Carlo simulation results are provided showing the effectiveness, and comparing the performance of these algorithms.",

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year = "2001",

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AU - Emara-Shabaik, H. E.

AU - Ahmed, M. S.

AU - Al-Ajmi, K. H.

PY - 2001

Y1 - 2001

N2 - Several algorithms, namely the Output Error (OE), the Equation Error (EE), the Prediction Error (PE), and the Instrumental Variable (IV), for parameter estimation of Wiener-Hammerstein models, are derived. Monte Carlo simulation results are provided showing the effectiveness, and comparing the performance of these algorithms.

AB - Several algorithms, namely the Output Error (OE), the Equation Error (EE), the Prediction Error (PE), and the Instrumental Variable (IV), for parameter estimation of Wiener-Hammerstein models, are derived. Monte Carlo simulation results are provided showing the effectiveness, and comparing the performance of these algorithms.

KW - Office methods

KW - Parameter estimation

KW - Wiener-Hammerstein models

UR - https://www.scopus.com/pages/publications/0034823649

U2 - 10.1299/jsmec.44.118

DO - 10.1299/jsmec.44.118

M3 - Article

AN - SCOPUS:0034823649

SN - 1344-7653

VL - 44

SP - 118

EP - 124

JO - JSME International Journal, Series C: Mechanical Systems, Machine Elements and Manufacturing

JF - JSME International Journal, Series C: Mechanical Systems, Machine Elements and Manufacturing

IS - 1

ER -

Parameter estimation of Wiener-Hammerstein models

Abstract

Keywords

ASJC Scopus subject areas

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