HL∞ Control for 2-D Fuzzy Systems With Interval Time-Varying Delays and Missing Measurements

被引:103
|
作者
Luo, Yuqiang [1 ]
Wang, Zidong [2 ,3 ]
Liang, Jinling [4 ]
Wei, Guoliang [1 ]
Alsaadi, Fuad E. [5 ]
机构
[1] Univ Shanghai Sci & Technol, Dept Control Sci & Engn, Shanghai Key Lab Modern Opt Syst, Shanghai 200093, Peoples R China
[2] Brunel Univ London, Dept Comp Sci, Uxbridge UB8 3PH, Middx, England
[3] King Abdulaziz Univ, Fac Engn, Jeddah 21589, Saudi Arabia
[4] Southeast Univ, Dept Math, Nanjing 210096, Jiangsu, Peoples R China
[5] King Abdulaziz Univ, Fac Engn, Jeddah 21589, Saudi Arabia
基金
中国国家自然科学基金;
关键词
2-D systems; fuzzy systems; H-infinity control; missing measurements; output feedback; time-varying delays; RANDOMLY OCCURRING NONLINEARITIES; STATIC-OUTPUT-FEEDBACK; STOCHASTIC-SYSTEMS; DISTRIBUTED DELAYS; DISCRETE-SYSTEMS; OBSERVER DESIGN; STABILIZATION; SATURATION; STABILITY; NETWORKS;
D O I
10.1109/TCYB.2016.2514846
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we consider the H-infinity control problem for a class of 2-D Takagi-Sugeno fuzzy described by the second Fornasini-Machesini local state-space model with time-delays and missing measurements. The state delays are allowed to be time-varying within a known interval. The measurement output is subject to randomly intermittent packet dropouts governed by a random sequence satisfying the Bernoulli distribution. The purpose of the addressed problem is to design an output-feedback controller such that the closed-loop system is globally asymptotically stable in the mean square and the prescribed H-infinity performance index is satisfied. By employing a combination of the intensive stochastic analysis and the free weighting matrix method, several delay-range-dependent sufficient conditions are presented that guarantee the existence of the desired controllers for all possible time-delays and missing measurements. The explicit expressions of such controllers are derived by means of the solution to a class of convex optimization problems that can be solved via standard software packages. Finally, a numerical simulation example is given to demonstrate the applicability of the proposed control scheme.
引用
收藏
页码:365 / 377
页数:13
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