共 59 条
Extended dissipative filtering of fuzzy systems with time-varying delay under imperfect premise matching
被引:25
作者:
Li, Jingying
[1
]
Huang, Xianlin
[1
]
Li, Zhengchao
[2
]
机构:
[1] Harbin Inst Technol, Ctr Control Theory & Guidance Technol, Harbin, Peoples R China
[2] Harbin Inst Technol, Res Inst Intelligent Control & Syst, Harbin, Peoples R China
基金:
中国国家自然科学基金;
美国国家科学基金会;
关键词:
Fuzzy time-varying delay system;
extended dissipative filter;
imperfect premise matching;
H-INFINITY;
STABILITY ANALYSIS;
NEURAL-NETWORKS;
NONLINEAR-SYSTEMS;
PASSIVE CONTROL;
DESIGN;
D O I:
10.1080/00207721.2017.1282058
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 investigates the extended dissipative filter design problems for continuous-time fuzzy systems with time-varying delays under imperfect premise variables based on a unified performance index-extended dissipative. Attention is focused on solving the H-infinity, L-2 - L-infinity, passive and dissipative filtering problems for fuzzy systemswith time-varying delays under this unified framework. Based on the unified performance index, a new delay-dependent filter design approach in terms of linearmatrix inequalities is obtained by employing Lyapunov-Krasovskii functional method together with a novel efficient integral inequality. The designed filter can guarantee the filtering error system satisfy the prescribed H-infinity, L-2 - L-infinity,L- passive and dissipative performance by tuning the weighting matrices in the conditions. Moreover, in this paper, the fuzzy filter does not need to share the same membership function with fuzzy model, which can enhance design flexibility and robust property of the fuzzy filter system. Finally, two examples are provided to illustrate the effectiveness and significant improvement of the method proposed in this paper.
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页码:1731 / 1743
页数:13
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