Block-oriented Nonlinear System Identification

Table of Contents

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   Book Overview
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   Chapter 1 Introduction to Block-oriented Nonlinear Systems
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   Chapter 2 Nonlinear System Modelling and Analysis from the Volterra and Wiener Perspective
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   Chapter 3 An Optimal Two-stage Identification Algorithm for Hammerstein–Wiener Nonlinear Systems
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   Chapter 4 Compound Operator Decomposition and Its Application to Hammerstein and Wiener Systems
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   Chapter 5 Iterative Identification of Hammerstein Systems
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   Chapter 6 Recursive Identification for Stochastic Hammerstein Systems
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   Chapter 7 Wiener System Identification Using the Maximum Likelihood Method
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   Chapter 8 Parametric Versus Nonparametric Approach to Wiener Systems Identification
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    Chapter 9 Identification of Block-oriented Systems: Nonparametric and Semiparametric Inference
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    Chapter 10 Identification of Block-oriented Systems Using the Invariance Property
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    Chapter 11 Frequency Domain Identification of Hammerstein Models
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    Chapter 12 Frequency Identification of Nonparametric Wiener Systems
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    Chapter 13 Identification of Wiener–Hammerstein Systems Using the Best Linear Approximation
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    Chapter 14 Subspace Identification of Hammerstein–Wiener Systems Operating in Closed-loop
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    Chapter 15 NARX Identification of Hammerstein Systems Using Least-Squares Support Vector Machines
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    Chapter 16 Identification of Linear Systems with Hard Input Nonlinearities of Known Structure
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    Chapter 17 Blind Maximum-likelihood Identification of Wiener and Hammerstein Nonlinear Block Structures
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    Chapter 18 A Blind Approach to Identification of Hammerstein Systems
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    Chapter 19 A Blind Approach to the Hammerstein-Wiener Model Identification
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    Chapter 20 Decoupling the Linear and Nonlinear Parts in Hammerstein Model Identification
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    Chapter 21 Hammerstein System Identification in Presence of Hard Memory Nonlinearities
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    Chapter 22 Bounded Error Identification of Hammerstein Systems with Backlash
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    Chapter 23 Block Structured Modelling in the Study of the Stretch Reflex
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    Chapter 24 Application of Block-oriented System Identification to Modelling Paralysed Muscle Under Electrical Stimulation