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Block-oriented Nonlinear System Identification (Record no. 10971)

000 -LEADER
fixed length control field 05021nam a22004815i 4500
003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20140310143341.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr nn 008mamaa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 100921s2010 xxk| s |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781849965132
978-1-84996-513-2
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 629.8
Edition number 23
264 #1 -
-- London :
-- Springer London,
-- 2010.
912 ## -
-- ZDB-2-ENG
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Giri, Fouad.
Relator term editor.
245 10 - IMMEDIATE SOURCE OF ACQUISITION NOTE
Title Block-oriented Nonlinear System Identification
Medium [electronic resource] /
Statement of responsibility, etc edited by Fouad Giri, Er-Wei Bai.
300 ## - PHYSICAL DESCRIPTION
Extent XIX, 431p. 50 illus.
Other physical details online resource.
440 1# - SERIES STATEMENT/ADDED ENTRY--TITLE
Title Lecture Notes in Control and Information Sciences,
International Standard Serial Number 0170-8643 ;
Volume number/sequential designation 404
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 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 Error Identification 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.
520 ## - SUMMARY, ETC.
Summary, etc 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 modeling. 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, newcomers, industrial and education practitioners and graduate students alike.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Engineering.
Topical term or geographic name as entry element Biological models.
Topical term or geographic name as entry element Biology
General subdivision Mathematics.
Topical term or geographic name as entry element Systems theory.
Topical term or geographic name as entry element Engineering.
Topical term or geographic name as entry element Control.
Topical term or geographic name as entry element Systems Theory, Control.
Topical term or geographic name as entry element Systems Biology.
Topical term or geographic name as entry element Biological Networks, Systems Biology.
Topical term or geographic name as entry element Mathematical Biology in General.
Topical term or geographic name as entry element Automotive Engineering.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Bai, Er-Wei.
Relator term editor.
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element SpringerLink (Online service)
773 0# - HOST ITEM ENTRY
Title Springer eBooks
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Printed edition:
International Standard Book Number 9781849965125
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier http://dx.doi.org/10.1007/978-1-84996-513-2
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Item type E-Book
Copies
Price effective from Permanent location Date last seen Not for loan Date acquired Source of classification or shelving scheme Koha item type Damaged status Lost status Withdrawn status Current location Full call number
2014-03-31AUM Main Library2014-03-31 2014-03-31 E-Book   AUM Main Library629.8
Languages: 
English |
العربية