Neural Network-Based State Estimation of Nonlinear Systems

Neural Network-Based State Estimation of Nonlinear Systems
Author :
Publisher : Springer
Total Pages : 166
Release :
ISBN-10 : 9781441914385
ISBN-13 : 1441914382
Rating : 4/5 (85 Downloads)

Book Synopsis Neural Network-Based State Estimation of Nonlinear Systems by : Heidar A. Talebi

Download or read book Neural Network-Based State Estimation of Nonlinear Systems written by Heidar A. Talebi and published by Springer. This book was released on 2009-12-04 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt: "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 Related Books

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

DOWNLOAD EBOOK

"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

DOWNLOAD EBOOK

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: 455
Authors: Alexander S. Poznyak
Categories: Computers
Type: BOOK - Published: 2001 - Publisher: World Scientific

DOWNLOAD EBOOK

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

DOWNLOAD EBOOK

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
Identification of Nonlinear Systems Using Neural Networks and Polynomial Models
Language: en
Pages: 220
Authors: Andrzej Janczak
Categories: Technology & Engineering
Type: BOOK - Published: 2004-11-18 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

This monograph systematically presents the existing identification methods of nonlinear systems using the block-oriented approach It surveys various known appro