书目名称 | Neural Network-Based State Estimation of Nonlinear Systems |
副标题 | Application to Fault |
编辑 | Heidar A. Talebi,Farzaneh Abdollahi,Khashayar Khor |
视频video | |
概述 | Presents both the Linear-in-Parameter Neural Network based observer and the Nonlinear-in-Parameter Neural Network based observer approaches to nonlinear systems.Discusses the neural network structure |
丛书名称 | Lecture Notes in Control and Information Sciences |
图书封面 |  |
描述 | ."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.. |
出版日期 | Book 2010 |
关键词 | actuator; fault detection; identification; linear optimization; neural network; nonlinear system; robot; st |
版次 | 1 |
doi | https://doi.org/10.1007/978-1-4419-1438-5 |
isbn_softcover | 978-1-4419-1437-8 |
isbn_ebook | 978-1-4419-1438-5Series ISSN 0170-8643 Series E-ISSN 1610-7411 |
issn_series | 0170-8643 |
copyright | Springer-Verlag New York 2010 |