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Block-oriented Nonlinear System Identification
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Block-oriented Nonlinear System Identification - new book

ISBN: 9781849965132

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Block-oriented Nonlinear System Identification - Er-Wei Bai; Fouad Giri
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Er-Wei Bai; Fouad Giri:
Block-oriented Nonlinear System Identification - new book

2010, ISBN: 9781849965132

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Block-oriented Nonlinear System Identification - Er-Wei Bai;  Fouad Giri
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Er-Wei Bai; Fouad Giri:
Block-oriented Nonlinear System Identification - new book

2010, ISBN: 9781849965132

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Details of the book - Block-oriented Nonlinear System Identification


EAN (ISBN-13): 9781849965132
Publishing year: 2010
Publisher: Springer London

Book in our database since 2015-12-14T21:51:57-05:00 (New York)
Detail page last modified on 2024-04-23T21:09:00-04:00 (New York)
ISBN/EAN: 9781849965132

ISBN - alternate spelling:
978-1-84996-513-2
Alternate spelling and related search-keywords:
Book title: der block, identification nonlinear


Information from Publisher

Author: Fouad Giri; Er-Wei Bai
Title: Lecture Notes in Control and Information Sciences; Block-oriented Nonlinear System Identification
Publisher: Springer; Springer London
426 Pages
Publishing year: 2010-09-22
London; GB
Language: English
96,29 € (DE)
118,00 CHF (CH)
Available
XX, 426 p. 50 illus.

EA; E107; eBook; Nonbooks, PBS / Technik/Elektronik, Elektrotechnik, Nachrichtentechnik; Regelungstechnik; Verstehen; Block-orientated Systems; Control; Cross000; Hammerstein; Nonlinear Systems; Nonlinear system; Parameter Estimation; Systems Identification; Wiener; system; system identification; Systems Biology; B; Control and Systems Theory; Life Sciences; Applications of Mathematics; Systems Theory, Control; Computational and Systems Biology; Engineering; Biowissenschaften, allgemein; Angewandte Mathematik; Kybernetik und Systemtheorie; DV-gestützte Biologie/Bioinformatik; BC

Block-oriented Nonlinear Models.- to Block-oriented Nonlinear Systems.- Nonlinear System Modelling and Analysis from the Volterra and Wiener Perspective.- Iterative and Overparameterization Methods.- An Optimal Two-stage Identification Algorithm for Hammerstein–Wiener Nonlinear Systems.- Compound Operator Decomposition and Its Application to Hammerstein and Wiener Systems.- Iterative Identification of Hammerstein Systems.- Stochastic Methods.- Recursive Identification for Stochastic Hammerstein Systems.- Wiener System Identification Using the Maximum Likelihood Method.- Parametric Versus Nonparametric Approach to Wiener Systems Identification.- Identification of Block-oriented Systems: Nonparametric and Semiparametric Inference.- Identification of Block-oriented Systems Using the Invariance Property.- Frequency Methods.- Frequency Domain Identification of Hammerstein Models.- Frequency Identification of Nonparametric Wiener Systems.- Identification of Wiener–Hammerstein Systems Using the Best Linear Approximation.- SVM, Subspace and Separable Least-squares.- Subspace Identification of Hammerstein–Wiener Systems Operating in Closed-loop.- NARX Identification of Hammerstein Systems Using Least-Squares Support Vector Machines.- Identification of Linear Systems with Hard Input Nonlinearities of Known Structure.- Blind Methods.- Blind Maximum-likelihood Identification of Wiener and Hammerstein Nonlinear Block Structures.- A Blind Approach to Identification of Hammerstein Systems.- A Blind Approach to the Hammerstein-Wiener Model Identification.- Decoupling Inputs and Bounded Error Methods.- Decoupling the Linear and Nonlinear Parts in Hammerstein Model Identification.- Hammerstein System Identification in Presence of Hard Memory Nonlinearities.- Bounded ErrorIdentification of Hammerstein Systems with Backlash.- Application of Block-oriented Models.- Block Structured Modelling in the Study of the Stretch Reflex.- Application of Block-oriented System Identification to Modelling Paralysed Muscle Under Electrical Stimulation.
An exhaustive treatment of an important area of nonlinear systems research Large and international author pool ensures authoritative treatment Presents results illustrated by applications in biomedical and physiological systems

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