Block-oriented Nonlinear System Identification (Record no. 111030)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 05222nam a22005295i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-1-84996-513-2 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20140220084516.0 |
| 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 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1007/978-1-84996-513-2 |
| Source of number or code | doi |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | TJ212-225 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | TJFM |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | TEC004000 |
| Source | bisacsh |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 629.8 |
| Edition number | 23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Giri, Fouad. |
| Relator term | editor. |
| 245 10 - TITLE STATEMENT | |
| Title | Block-oriented Nonlinear System Identification |
| Medium | [electronic resource] / |
| Statement of responsibility, etc | edited by Fouad Giri, Er-Wei Bai. |
| 264 #1 - | |
| -- | London : |
| -- | Springer London, |
| -- | 2010. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | XIX, 431p. 50 illus. |
| Other physical details | online resource. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 490 1# - SERIES STATEMENT | |
| Series statement | 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. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Biological models. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Biology |
| General subdivision | Mathematics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Systems theory. |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Engineering. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Control. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Systems Theory, Control. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Systems Biology. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Biological Networks, Systems Biology. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Mathematical Biology in General. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 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 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Lecture Notes in Control and Information Sciences, |
| -- | 0170-8643 ; |
| Volume number/sequential designation | 404 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | http://dx.doi.org/10.1007/978-1-84996-513-2 |
| 912 ## - | |
| -- | ZDB-2-ENG |
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