Nonlinear System Identification

Name: Nonlinear System Identification
Brand: VDM Verlag
SKU: 9783639219746
Price: 328.47 PLN
Availability: InStock

A Wavelet based State Dependent Parameter Modeling Approach

Autor: Nguyen-Vu Truong

Język:

Oprawa: Miękka

Wydawca: VDM Verlag

Dostępność: Na zamówienie

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328.47 zł

The work documented in this book presents a new, efficient and systematic approach to the identifica...

Informacje o książce

Autor

Nguyen-Vu Truong

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2009

strony

212

EAN

9783639219746

ISBN

3639219740

Enbook ID

06829824

Wydawca

VDM Verlag

Waga

318

Wymiary

152 x 229 x 12

Pełny opis

The work documented in this book presents a new, efficient and systematic approach to the identification of nonlinear dynamic systems using Wavelet based State Dependent Parameter (SDP) models, from structure determination to parameter estimation. In this approach, the system's nonlinearities are analyzed and effectively represented by a SDP model structure in the form of wavelets. This provides a computationally efficient tool to open up the `black-box', offering valuable insights into the system's dynamics. Here, 1- dimensional (1-D) approach is first developed based on a conventional SDP model structure which relies on a single state variable dependency. It is then extended into a multi-dimensional approach in order to solve the identification problem of systems with significant multi-variable dependence nonlinear dynamics. The research as well investigates the aspects of noise, stability and other engineering application of the proposed approaches, including: nonlinear identification in the presence of noise, BIBO stability analysis and application studies where the developed approaches have been used in various engineering applications.

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Nonlinear System Identification

A Wavelet based State Dependent Parameter Modeling Approach

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