Design of delay-range-dependent state estimators for discrete-time recurrent neural networks with interval time-varying delay

被引：2

作者：

Lu, Chien-Yu ^{[1
]}

Cheng, Jui-Chuan ^{[2
]}

Su, Te-Jen ^{[2
]}

机构：

[1] Natl Changhua Univ Educ, Dept Ind Educ & Technol, Changhua 500, Taiwan

[2] Natl Kaohsiung Univ Appl Sci, Dept Elect Engn, Kaohsiung 807, Taiwan

来源：

2008 AMERICAN CONTROL CONFERENCE, VOLS 1-12 | 2008年

关键词：

delay-range-dependent; state estimator; interval time-varying delay; linear matrix inequality;

D O I：

10.1109/ACC.2008.4587154

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper performs a global stability analysis of a particular class of recurrent neural networks (RNN) with time-varying delay. Both Lipschitz continuous activation functions and monotone nondecreasing activation functions are considered. Globally delay-dependent robust stability criteria are derived in the form of linear matrix inequalities (LMI) through the use of Leibniz-Newton formula and relaxation matrices. Finally, two numerical examples are given to illustrate the effectiveness of the given criterion.

引用

页码：4209 / +

页数：2

共 50 条

[1] A Delay-Range-Dependent Approach to Design State Estimator for Discrete-Time Recurrent Neural Networks With Interval Time-Varying Delay
Lu, Chien-Yu
[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2008, 55 (11) : 1163 - 1167
[2] A delay-range-dependent approach to global robust stability for discrete-time uncertain recurrent neural networks with interval time-varying delay
Lu, C. Y.
[J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART I-JOURNAL OF SYSTEMS AND CONTROL ENGINEERING, 2007, 221 (I8) : 1123 - 1132
[3] Delay-Range-Dependent Global Robust Passivity Analysis of Discrete-Time Uncertain Recurrent Neural Networks with Interval Time-Varying Delay
Lu, Chien-Yu
Liao, Chin-Wen
Tsai, Hsun-Heng
[J]. DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2009, 2009
[4] Improved delay-range-dependent stability criterion for discrete-time systems with interval time-varying delay
Zhang, Wei
Wang, Jinghua
Liang, Yan
Han, Zhengzhi
[J]. Journal of Information and Computational Science, 2011, 8 (14): : 3321 - 3328
[5] A study on state estimation for discrete-time recurrent neural networks with leakage delay and time-varying delay
Sai-Bing Qiu
Xin-Ge Liu
Yan-Jun Shu
[J]. Advances in Difference Equations, 2016
[6] A study on state estimation for discrete-time recurrent neural networks with leakage delay and time-varying delay
Qiu, Sai-Bing
Liu, Xin-Ge
Shu, Yan-Jun
[J]. ADVANCES IN DIFFERENCE EQUATIONS, 2016,
[7] Design of delay-dependent state estimator for discrete-time recurrent neural networks with interval discrete and infinite-distributed time-varying delays
Liao, Chin-Wen
Lu, Chien-Yu
[J]. COGNITIVE NEURODYNAMICS, 2011, 5 (02) : 133 - 143
[8] Design of delay-dependent state estimator for discrete-time recurrent neural networks with interval discrete and infinite-distributed time-varying delays
Chin-Wen Liao
Chien-Yu Lu
[J]. Cognitive Neurodynamics, 2011, 5 : 133 - 143
[9] New delay-dependent stability results for discrete-time recurrent neural networks with time-varying delay
Zhu, Xun-Lin
Wang, Youyi
Yang, Guang-Hong
[J]. NEUROCOMPUTING, 2009, 72 (13-15) : 3376 - 3383
[10] New delay-dependent stability criterion for discrete-time recurrent neural networks with time-varying delay
Zhu, Xun-Lin
Shang, Zhanlei
Yang, Hong-Yong
[J]. CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 4343 - +

← 1 2 3 4 5 →