National Changhua University of Education Institutional Repository : Item 987654321/13583

English | 正體中文 | 简体中文 | Items with full text/Total items : 6507/11669
Visitors : 30035457 Online Users : 619

RC Version 3.2 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.

Scope Adv. Search

Login ‧ Upload ‧ Help ‧ About ‧ Administer

NCUEIR > College of Technology > Department of Industrial Education and Technology > Periodical Articles > Item 987654321/13583

Please use this identifier to cite or link to this item: http://ir.ncue.edu.tw/ir/handle/987654321/13583

Title:	Delay-Dependent H∞ infinite Control for Discrete-Time Uncertain Recurrent Neural Networks with Interval Time-Varying Delay
Authors:	Lu, Chien-Yu;Shyr, Wen-Jye;Yao, Kai-Chao;Liao, Chin-Wen;Huang, Chuan-Kuei
Contributors:	工業教育與技術學系
Keywords:	Interval time-varying delay;Linear matrix inequality;Robust H1 control;Stability;Discrete-time recurrent neural network
Date:	2009-10
Issue Date:	2012-08-27T10:21:38Z
Publisher:	Kyushu Tokai University
Abstract:	This paper deals with the problem of delay-dependent robust H1 control for discrete-time recurrent neural networks (DRNNs) with norm-bounded parameter un-certainties and interval time-varying delay. The activation functions are assumed to be globally Lipschitz continuous. For the robust stabilization problem, a state feedback controller is designed to ensure global robust stability of the closed-loop system about its equilibrium point for all admissible uncertainties, while for the robust H1 control prob-lem, attention is focused on the design of a state feedback controller such that in addition to the requirement of the global robust stability, a prescribed H1 performance level for all delays to satisfy both the lower bound and upper bound of the interval time-varying delay is also required to be achieved. A linear matrix inequality approach is developed to solve these problems. It is shown that the desired state feedback controller can be constructed by solving certain LMIs. A numerical example is provided to demonstrate the effectiveness and applicability of the proposed results.
Relation:	International Journal of Innovative Computing, Information and Control (IJICIC), 5(10B): 3483-3493
Appears in Collections:	[Department of Industrial Education and Technology] Periodical Articles

Files in This Item:

File	Size	Format
index.html	0Kb	HTML	705	View/Open

Loading...