期刊
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS
卷 154, 期 2, 页码 573-587出版社
SPRINGER/PLENUM PUBLISHERS
DOI: 10.1007/s10957-012-0008-7
关键词
H-infinity filtering; Switched systems; Exponential stability; Hopfield neural networks; Linear matrix inequality (LMI); Lyapunov-Krasovskii stability theory
This paper is concerned with the delay-dependent exponential robust filtering problem for switched Hopfield neural networks with time-delay. A new delay-dependent switched exponential robust filter is proposed that results in an exponentially stable filtering error system with a guaranteed robust performance. The design of the switched exponential robust filter for these types of neural networks can be achieved by solving a linear matrix inequality (LMI), which can be easily facilitated using standard numerical packages. An illustrative example is given to demonstrate the effectiveness of the proposed filter.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据