Almost sure H∞ sliding mode control for nonlinear stochastic systems with Markovian switching and time-delays

被引:36
|
作者
Yang, Hua [1 ,2 ]
Wang, Zidong [4 ,5 ]
Shu, Huisheng [3 ]
Alsaadi, Fuad E. [5 ]
Hayat, Tasawar [5 ,6 ]
机构
[1] Donghua Univ, Sch Informat Sci & Technol, Shanghai 200051, Peoples R China
[2] Shanxi Agr Univ, Coll Informat Sci & Engn, Taigu 030801, Shanxi, Peoples R China
[3] Donghua Univ, Dept Appl Math, Shanghai 200051, Peoples R China
[4] Brunel Univ London, Dept Comp Sci, Uxbridge UB8 3PH, Middx, England
[5] King Abdulaziz Univ, Fac Engn, Jeddah 21589, Saudi Arabia
[6] Quaid I Azam Univ, Dept Math, Islamabad, Pakistan
基金
中国国家自然科学基金;
关键词
Nonlinear stochastic systems; Sliding mode control; Markovian switching; Almost surely exponential stability; JUMP SYSTEMS; LINEAR-SYSTEMS; OBSERVER DESIGN; VARYING SYSTEMS; FILTER DESIGN; STABILIZATION; UNCERTAINTIES; STABILITY; EQUATIONS;
D O I
10.1016/j.neucom.2015.10.071
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper investigates the almost sure H-infinity sliding mode control (SMC) problem for nonlinear stochastic systems with Markovian switching and time-delays. An integral sliding surface is first constructed for the addressed system. Then, by employing the stopping time method combined with martingale inequalities, sufficient conditions are established to ensure the almost surely exponential stability and the H-infinity performance of the system dynamics in the specified sliding surface. A SMC law is designed to guarantee the reachability of the specified sliding surface almost surely. Furthermore, the obtained results are applied to a class of special nonlinear stochastic systems with Markovian switching and time-delays, where the desired SMC law is obtained in terms of the solutions to a set of matrix inequalities. Finally, a numerical example is given to show the effectiveness of the proposed SMC scheme. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:392 / 400
页数:9
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