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Block-oriented Nonlinear System Identification - Er-Wei Bai
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Block-oriented Nonlinear System Identification - Paperback

2018, ISBN: 9781849965125

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Er-Wei Bai:

Block-oriented Nonlinear System Identification - Paperback

2018, ISBN: 9781849965125

[ED: Taschenbuch], [PU: Springer London], Neuware - Block-oriented Nonlinear System Identification deals with an area of research that has been very active since the turn of the millenniu… More...

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Block-oriented Nonlinear System Identification - new book

ISBN: 9781849965125

Block-oriented Nonlinear System Identification deals with an area of research that has been very active since the turn of the millennium. The book makes a pedagogical and cohesive present… More...

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Block-oriented Nonlinear System Identification - Bai, Er-Wei (Herausgeber); Giri, Fouad (Herausgeber)
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Bai, Er-Wei (Herausgeber); Giri, Fouad (Herausgeber):
Block-oriented Nonlinear System Identification - new book

2010, ISBN: 1849965129

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Block-oriented Nonlinear System Identification - Paperback

2010, ISBN: 9781849965125

*Block-oriented Nonlinear System Identification* - Auflage 2010 / Taschenbuch für 106.99 € / Aus dem Bereich: Bücher, Wissenschaft, Technik Medien > Bücher nein Buch (kartoniert) Hardcove… More...

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Details of the book
Block-oriented Nonlinear System Identification

Block-oriented Nonlinear System Identification deals with an area of research that has been very active since the turn of the millennium. The book makes a pedagogical and cohesive presentation of the methods developed in that time. These include: iterative and over-parameterization techniques; stochastic and frequency approaches; support-vector-machine, subspace, and separable-least-squares methods; blind identification method; bounded-error method; and decoupling inputs approach.The identification methods are presented by authors who have either invented them or contributed significantly to their development. All the important issues e.g., input design, persistent excitation, and consistency analysis, are discussed. The practical relevance of block-oriented models is illustrated through biomedical/physiological system modelling. The book will be of major interest to all those who are concerned with nonlinear system identification whatever their activity areas. This is particularly the case for educators in electrical, mechanical, chemical and biomedical engineering and for practising engineers in process, aeronautic, aerospace, robotics and vehicles control. Block-oriented Nonlinear System Identification serves as a reference for active researchers, new comers, industrial and education practitioners and graduate students alike.

Details of the book - Block-oriented Nonlinear System Identification


EAN (ISBN-13): 9781849965125
ISBN (ISBN-10): 1849965129
Hardcover
Paperback
Publishing year: 2010
Publisher: Springer London
431 Pages
Weight: 0,754 kg
Language: eng/Englisch

Book in our database since 2007-04-06T16:51:19-04:00 (New York)
Detail page last modified on 2024-01-19T15:14:54-05:00 (New York)
ISBN/EAN: 1849965129

ISBN - alternate spelling:
1-84996-512-9, 978-1-84996-512-5
Alternate spelling and related search-keywords:
Book author: wei wei, bai, fouad, giri
Book title: nonlinear system identification, der block, 404


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: 2010-08-18
London; GB
Printed / Made in
Language: English
106,99 € (DE)
109,99 € (AT)
118,00 CHF (CH)
POD
XX, 426 p. 50 illus.

BC; Hardcover, Softcover / 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; Control and Systems Theory; Life Sciences; Applications of Mathematics; Systems Theory, Control; Computational and Systems Biology; Biowissenschaften, allgemein; Angewandte Mathematik; Kybernetik und Systemtheorie; DV-gestützte Biologie/Bioinformatik; EA

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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