Controller Design Based on Echo State Network with Delay Output for Nonlinear System

For the nonlinear systems with delay output, the control performance of the system is affected by the previous output of the system, such as crawling robots of photovoltaic panels. In this paper, an improved controller design method based on echo state network with delay output (DO-ESN) is proposed...

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Bibliographic Details
Main Authors: Xianshuang Yao, Siyuan Fan, Bo Zhao, Shengxian Cao
Format: Article
Language:English
Published: Hindawi-Wiley 2020-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2020/8643029