Input-Output Approach to Control for Fuzzy Markov Jump Systems With Time-Varying Delays and Uncertain Packet Dropout Rate

被引:107
作者
Zhang, Lixian [1 ]
Ning, Zepeng [1 ]
Shi, Peng [2 ,3 ,4 ]
机构
[1] Harbin Inst Technol, Sch Astronaut, Harbin 150080, Peoples R China
[2] Harbin Engn Univ, Coll Automat, Harbin 150001, Peoples R China
[3] Univ Adelaide, Sch Elect & Elect Engn, Adelaide, SA 5005, Australia
[4] Victoria Univ, Coll Engn & Sci, Melbourne, Vic 8001, Australia
基金
澳大利亚研究理事会; 中国国家自然科学基金;
关键词
H-infinity control; Markov jump systems; scaled small gain (SSG) theorem; Takagi-Sugeno (T-S) fuzzy systems; time-varying delays; unreliable communication links; H-INFINITY CONTROL; NEURAL-NETWORKS; STABILITY; STABILIZATION; TELEOPERATION; LYAPUNOV; CRITERIA;
D O I
10.1109/TCYB.2014.2374694
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 is concerned with H-infinity control problem for a class of discrete-time Takagi-Sugeno fuzzy Markov jump systems with time-varying delays under unreliable communication links. It is assumed that the data transmission between the plant and the controller are subject to randomly occurred packet dropouts satisfying Bernoulli distribution and the dropout rate is uncertain. Based on a fuzzy-basis-dependent and mode-dependent Lyapunov function, the existence conditions of the desired H-infinity state-feedback controllers are derived by employing the scaled small gain theorem such that the closed-loop system is stochastically stable and achieves a guaranteed H infinity performance. The gains of the controllers are constructed by solving a set of linear matrix inequalities. Finally, a practical example of robot arm is provided to illustrate the performance of the proposed approach.
引用
收藏
页码:2449 / 2460
页数:12
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