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个人信息Personal Information
教授
博士生导师
硕士生导师
性别:男
毕业院校:东北大学
学位:博士
所在单位:控制科学与工程学院
学科:应用数学. 应用数学. 控制理论与控制工程
办公地点:创新园大厦A0620
联系方式:电话: (+86-411) 84726020 (home) (+86-411) 84709380 (Office) 传真: (+86-411) 84707579 手机: (+86-411) 13130042458
电子邮箱:xdliuros@dlut.edu.cn
H-infinity filtering design for continuous-time Takagi-Sugeno fuzzy model with immeasurable premise variables
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论文类型:期刊论文
发表时间:2016-01-15
发表刊物:NEUROCOMPUTING
收录刊物:SCIE、EI、Scopus
卷号:173
页面范围:2090-2096
ISSN号:0925-2312
关键字:H-infinity filtering design; Linear matrix inequalities; Fuzzy filtering design; Non-quadratic Lyapunov function; Premise variables
摘要:This paper is concerned with the problem of H-infinity fuzzy filtering design with immeasurable premise variables for nonlinear systems presented as T-S model. First, the time derivatives of the membership functions are discussed and some linear matrices inequalities (LMIs) are obtained to bound it. Then, a new non-quadratic Lyapunov function which has the diagonal form is constructed to get some LMIs to design the filtering. In the end, two numerical examples are given to show that better H. performance can be obtained by the method in this paper than others in the literature. (C) 2015 Elsevier B.V. All rights reserved.