Observer-based H∞ control for discrete-time one-sided Lipschitz Markovian jump delayed systems under partially unknown transition probabilities

被引:9
作者
Ghous, Imran [1 ,2 ]
Lu, Jian [1 ]
Hussain, Waqas [3 ]
机构
[1] Shenzhen Univ, Coll Math & Stat, Shenzhen Key Lab Adv Machine Learning & Applicat, Shenzhen 518060, Peoples R China
[2] COMSATS Univ Islamabad, Dept Elect & Comp Engn, Lahore Campus, Lahore 54000, Pakistan
[3] Tianjin Univ, Sch Elect & Informat Engn, Tianjin 300072, Peoples R China
来源
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS | 2020年 / 357卷 / 13期
基金
中国国家自然科学基金;
关键词
ROBUST OBSERVER; VARYING DELAY; DESIGN; UNCERTAINTIES; SUBJECT; ORDER;
D O I
10.1016/j.jfranklin.2020.06.019
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 solves H-infinity controller-based observer synthesis problem for the discrete-time non-linear Markovian jump systems (MJSs) with time-varying delays and disturbances in the existence of partially unknown transition probabilities. The non-linear function considered in this work is assumed to satisfy the one-sided Lipschitz (OSL) condition, which is less conservative as compared to the global Lipschitz condition. Firstly, by virtue of an appropriately chosen Lyapunov-Krasovskii functional and the improved summation inequality, some sufficient inequality-based conditions for the existence of a state feedback controller have been proposed for OSL MJSs such that the overall closed-loop system is stochastically stable (SS). Secondly, an observer-based H(infinity )control design problem for the system under consideration has been solved such that the overall error dynamics are SS with disturbance attenuation level gamma. The results are formulated in terms of linear matrix inequalities. Finally, a suitable example has been discussed to show the significance of the developed results. (C) 2020 The Franklin Institute. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:8611 / 8630
页数:20
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