Adaptive Synchronization for Two Different Stochastic Chaotic Systems with Unknown Parameters via a Sliding Mode Controller

This paper investigates the problem of synchronization for two different stochastic chaotic systems with unknown parameters and uncertain terms. The main work of this paper consists of the following aspects. Firstly, based on the Lyapunov theory in stochastic differential equations and the theory of...

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Main Authors: Zengyun Wang, Lihong Huang, Xuxin Yang, Dingyang Lu
Format: Article
Language:English
Published: Hindawi Limited 2013-01-01
Series:Abstract and Applied Analysis
Online Access:http://dx.doi.org/10.1155/2013/452549
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spelling doaj-56d5b5bce0c247e0a985169886ab1b732020-11-24T21:24:53ZengHindawi LimitedAbstract and Applied Analysis1085-33751687-04092013-01-01201310.1155/2013/452549452549Adaptive Synchronization for Two Different Stochastic Chaotic Systems with Unknown Parameters via a Sliding Mode ControllerZengyun Wang0Lihong Huang1Xuxin Yang2Dingyang Lu3Department of Mathematics, Hunan First Normal University, Changsha 410205, ChinaCollege of Mathematics and Econometrics, Hunan University, Changsha 410082, ChinaDepartment of Mathematics, Hunan First Normal University, Changsha 410205, ChinaDepartment of Mathematics, Hunan First Normal University, Changsha 410205, ChinaThis paper investigates the problem of synchronization for two different stochastic chaotic systems with unknown parameters and uncertain terms. The main work of this paper consists of the following aspects. Firstly, based on the Lyapunov theory in stochastic differential equations and the theory of sliding mode control, we propose a simple sliding surface and discuss the occurrence of the sliding motion. Secondly, we design an adaptive sliding mode controller to realize the asymptotical synchronization in mean squares. Thirdly, we design an adaptive sliding mode controller to realize the almost surely synchronization. Finally, the designed adaptive sliding mode controllers are used to achieve synchronization between two pairs of different stochastic chaos systems (Lorenz-Chen and Chen-Lu) in the presence of the uncertainties and unknown parameters. Numerical simulations are given to demonstrate the robustness and efficiency of the proposed robust adaptive sliding mode controller.http://dx.doi.org/10.1155/2013/452549
collection DOAJ
language English
format Article
sources DOAJ
author Zengyun Wang
Lihong Huang
Xuxin Yang
Dingyang Lu
spellingShingle Zengyun Wang
Lihong Huang
Xuxin Yang
Dingyang Lu
Adaptive Synchronization for Two Different Stochastic Chaotic Systems with Unknown Parameters via a Sliding Mode Controller
Abstract and Applied Analysis
author_facet Zengyun Wang
Lihong Huang
Xuxin Yang
Dingyang Lu
author_sort Zengyun Wang
title Adaptive Synchronization for Two Different Stochastic Chaotic Systems with Unknown Parameters via a Sliding Mode Controller
title_short Adaptive Synchronization for Two Different Stochastic Chaotic Systems with Unknown Parameters via a Sliding Mode Controller
title_full Adaptive Synchronization for Two Different Stochastic Chaotic Systems with Unknown Parameters via a Sliding Mode Controller
title_fullStr Adaptive Synchronization for Two Different Stochastic Chaotic Systems with Unknown Parameters via a Sliding Mode Controller
title_full_unstemmed Adaptive Synchronization for Two Different Stochastic Chaotic Systems with Unknown Parameters via a Sliding Mode Controller
title_sort adaptive synchronization for two different stochastic chaotic systems with unknown parameters via a sliding mode controller
publisher Hindawi Limited
series Abstract and Applied Analysis
issn 1085-3375
1687-0409
publishDate 2013-01-01
description This paper investigates the problem of synchronization for two different stochastic chaotic systems with unknown parameters and uncertain terms. The main work of this paper consists of the following aspects. Firstly, based on the Lyapunov theory in stochastic differential equations and the theory of sliding mode control, we propose a simple sliding surface and discuss the occurrence of the sliding motion. Secondly, we design an adaptive sliding mode controller to realize the asymptotical synchronization in mean squares. Thirdly, we design an adaptive sliding mode controller to realize the almost surely synchronization. Finally, the designed adaptive sliding mode controllers are used to achieve synchronization between two pairs of different stochastic chaos systems (Lorenz-Chen and Chen-Lu) in the presence of the uncertainties and unknown parameters. Numerical simulations are given to demonstrate the robustness and efficiency of the proposed robust adaptive sliding mode controller.
url http://dx.doi.org/10.1155/2013/452549
work_keys_str_mv AT zengyunwang adaptivesynchronizationfortwodifferentstochasticchaoticsystemswithunknownparametersviaaslidingmodecontroller
AT lihonghuang adaptivesynchronizationfortwodifferentstochasticchaoticsystemswithunknownparametersviaaslidingmodecontroller
AT xuxinyang adaptivesynchronizationfortwodifferentstochasticchaoticsystemswithunknownparametersviaaslidingmodecontroller
AT dingyanglu adaptivesynchronizationfortwodifferentstochasticchaoticsystemswithunknownparametersviaaslidingmodecontroller
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