Wiener-Hammerstein Model Identification-Recursive Algorithms

Hosam E.Emara Shabaik; Mohammed S. Ahmed; Khaled H. Al-Ajmi

doi:10.1299/jsmec.45.606

Wiener-Hammerstein Model Identification-Recursive Algorithms

Hosam E.Emara Shabaik, Mohammed S. Ahmed, Khaled H. Al-Ajmi

King Fahd University of Petroleum & Minerals

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

7 Scopus citations

Abstract

Recursive algorithms for parameter estimation of Wiener-Hammerstein (W-H) models are developed. These algorithms are derived on the basis of minimizing cost functions of the output errors, the equation errors, and the prediction errors. Convergence conditions of the developed algorithms are established. Numerical results, to test the algorithms and illustrate their estimation accuracy, are given.

Original language	English
Pages (from-to)	606-613
Number of pages	8
Journal	JSME International Journal, Series C: Mechanical Systems, Machine Elements and Manufacturing
Volume	45
Issue number	2
DOIs	https://doi.org/10.1299/jsmec.45.606
State	Published - 2002

Keywords

Block-Cascade Models
Equation Error
Identification
Linear-Nonlinear-Linear Models
Nonlinear Models
Output Error
Parameter Estimation
Prediction Error
Recursive Algorithms
Wiener-Hammerstein Models

ASJC Scopus subject areas

Mechanical Engineering
Industrial and Manufacturing Engineering

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10.1299/jsmec.45.606

Cite this

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title = "Wiener-Hammerstein Model Identification-Recursive Algorithms",

abstract = "Recursive algorithms for parameter estimation of Wiener-Hammerstein (W-H) models are developed. These algorithms are derived on the basis of minimizing cost functions of the output errors, the equation errors, and the prediction errors. Convergence conditions of the developed algorithms are established. Numerical results, to test the algorithms and illustrate their estimation accuracy, are given.",

keywords = "Block-Cascade Models, Equation Error, Identification, Linear-Nonlinear-Linear Models, Nonlinear Models, Output Error, Parameter Estimation, Prediction Error, Recursive Algorithms, Wiener-Hammerstein Models",

author = "Shabaik, \{Hosam E.Emara\} and Ahmed, \{Mohammed S.\} and Al-Ajmi, \{Khaled H.\}",

year = "2002",

doi = "10.1299/jsmec.45.606",

language = "English",

volume = "45",

pages = "606--613",

journal = "JSME International Journal, Series C: Mechanical Systems, Machine Elements and Manufacturing",

issn = "1344-7653",

publisher = "Japan Society of Mechanical Engineers",

number = "2",

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TY - JOUR

T1 - Wiener-Hammerstein Model Identification-Recursive Algorithms

AU - Shabaik, Hosam E.Emara

AU - Ahmed, Mohammed S.

AU - Al-Ajmi, Khaled H.

PY - 2002

Y1 - 2002

N2 - Recursive algorithms for parameter estimation of Wiener-Hammerstein (W-H) models are developed. These algorithms are derived on the basis of minimizing cost functions of the output errors, the equation errors, and the prediction errors. Convergence conditions of the developed algorithms are established. Numerical results, to test the algorithms and illustrate their estimation accuracy, are given.

AB - Recursive algorithms for parameter estimation of Wiener-Hammerstein (W-H) models are developed. These algorithms are derived on the basis of minimizing cost functions of the output errors, the equation errors, and the prediction errors. Convergence conditions of the developed algorithms are established. Numerical results, to test the algorithms and illustrate their estimation accuracy, are given.

KW - Block-Cascade Models

KW - Equation Error

KW - Identification

KW - Linear-Nonlinear-Linear Models

KW - Nonlinear Models

KW - Output Error

KW - Parameter Estimation

KW - Prediction Error

KW - Recursive Algorithms

KW - Wiener-Hammerstein Models

UR - https://www.scopus.com/pages/publications/34147182494

U2 - 10.1299/jsmec.45.606

DO - 10.1299/jsmec.45.606

M3 - Article

AN - SCOPUS:34147182494

SN - 1344-7653

VL - 45

SP - 606

EP - 613

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 - 2

ER -

Wiener-Hammerstein Model Identification-Recursive Algorithms

Abstract

Keywords

ASJC Scopus subject areas

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