Neural Network-Based State Estimation of Nonlinear Systems

Neural Network-Based State Estimation of Nonlinear Systems
Author: Heidar A. Talebi
Publisher: Springer
Total Pages: 166
Release: 2009-12-04
Genre: Technology & Engineering
ISBN: 1441914382

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"Neural Network-Based State Estimation of Nonlinear Systems" presents efficient, easy to implement neural network schemes for state estimation, system identification, and fault detection and Isolation with mathematical proof of stability, experimental evaluation, and Robustness against unmolded dynamics, external disturbances, and measurement noises.


Neural Network-Based State Estimation of Nonlinear Systems
Language: en
Pages: 166
Authors: Heidar A. Talebi
Categories: Technology & Engineering
Type: BOOK - Published: 2009-12-04 - Publisher: Springer

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"Neural Network-Based State Estimation of Nonlinear Systems" presents efficient, easy to implement neural network schemes for state estimation, system identific
Neural Network-Based State Estimation of Nonlinear Systems
Language: en
Pages: 0
Authors: Heidar A. Talebi
Categories: Technology & Engineering
Type: BOOK - Published: 2009-12-14 - Publisher: Springer

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"Neural Network-Based State Estimation of Nonlinear Systems" presents efficient, easy to implement neural network schemes for state estimation, system identific
Neural Network-Based Adaptive Control of Uncertain Nonlinear Systems
Language: en
Pages: 181
Authors: Kasra Esfandiari
Categories: Technology & Engineering
Type: BOOK - Published: 2021-06-18 - Publisher: Springer Nature

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The focus of this book is the application of artificial neural networks in uncertain dynamical systems. It explains how to use neural networks in concert with a
Differential Neural Networks for Robust Nonlinear Control
Language: en
Pages: 464
Authors: Alexander S. Poznyak
Categories: Science
Type: BOOK - Published: 2001 - Publisher: World Scientific

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This book deals with continuous time dynamic neural networks theory applied to the solution of basic problems in robust control theory, including identification
State Estimation and Stabilization of Nonlinear Systems
Language: en
Pages: 439
Authors: Abdellatif Ben Makhlouf
Categories: Technology & Engineering
Type: BOOK - Published: 2023-11-06 - Publisher: Springer Nature

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This book presents the separation principle which is also known as the principle of separation of estimation and control and states that, under certain assumpti