Fuzzy Synchronization Control for Fractional-Order Chaotic Systems With Different Structures

This paper discusses the synchronization problem for a class of unknown fractional-order chaotic systems (FOCSs) with indeterminate external disturbances and non-symmetrical control gain. A paralleled adaptive fuzzy synchronization controller is constructed in which indeterminate non-linear function...

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Main Authors: Jin Xu, Ning Li, Xiulan Zhang, Xiaoli Qin
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-05-01
Series:Frontiers in Physics
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fphy.2020.00155/full
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spelling doaj-9ab9a6050d7b4db39131c925e29e5edf2020-11-25T03:11:45ZengFrontiers Media S.A.Frontiers in Physics2296-424X2020-05-01810.3389/fphy.2020.00155534324Fuzzy Synchronization Control for Fractional-Order Chaotic Systems With Different StructuresJin Xu0Ning Li1Xiulan Zhang2Xiaoli Qin3Department of Applied Mathematics, Huainan Normal University, Huainan, ChinaDepartment of Applied Mathematics, Huainan Normal University, Huainan, ChinaSchool of Mathematics and Physics, Guangxi University for Nationalities, Nanning, ChinaDepartment of Mathematics, Deyang High School, Chengdu Normal University, Deyang, ChinaThis paper discusses the synchronization problem for a class of unknown fractional-order chaotic systems (FOCSs) with indeterminate external disturbances and non-symmetrical control gain. A paralleled adaptive fuzzy synchronization controller is constructed in which indeterminate non-linear functions are approximated by the fuzzy logic systems depending on fractional-order Lyapunov stability criteria and the fractional-order parameter adaptive law is designed to regulate corresponding parameters of the fuzzy systems. The proposed method guarantees the boundedness of all of the signals in the closed-loop system, and at the same time, it ensures the convergence of the synchronization error between the master and slave FOCSs. Finally, the feasibility is demonstrated by simulation studies.https://www.frontiersin.org/article/10.3389/fphy.2020.00155/fulladaptive fuzzy controlfractional-order chaotic systemfractional-order adaptationchaos synchronizationfuzzy logic system
collection DOAJ
language English
format Article
sources DOAJ
author Jin Xu
Ning Li
Xiulan Zhang
Xiaoli Qin
spellingShingle Jin Xu
Ning Li
Xiulan Zhang
Xiaoli Qin
Fuzzy Synchronization Control for Fractional-Order Chaotic Systems With Different Structures
Frontiers in Physics
adaptive fuzzy control
fractional-order chaotic system
fractional-order adaptation
chaos synchronization
fuzzy logic system
author_facet Jin Xu
Ning Li
Xiulan Zhang
Xiaoli Qin
author_sort Jin Xu
title Fuzzy Synchronization Control for Fractional-Order Chaotic Systems With Different Structures
title_short Fuzzy Synchronization Control for Fractional-Order Chaotic Systems With Different Structures
title_full Fuzzy Synchronization Control for Fractional-Order Chaotic Systems With Different Structures
title_fullStr Fuzzy Synchronization Control for Fractional-Order Chaotic Systems With Different Structures
title_full_unstemmed Fuzzy Synchronization Control for Fractional-Order Chaotic Systems With Different Structures
title_sort fuzzy synchronization control for fractional-order chaotic systems with different structures
publisher Frontiers Media S.A.
series Frontiers in Physics
issn 2296-424X
publishDate 2020-05-01
description This paper discusses the synchronization problem for a class of unknown fractional-order chaotic systems (FOCSs) with indeterminate external disturbances and non-symmetrical control gain. A paralleled adaptive fuzzy synchronization controller is constructed in which indeterminate non-linear functions are approximated by the fuzzy logic systems depending on fractional-order Lyapunov stability criteria and the fractional-order parameter adaptive law is designed to regulate corresponding parameters of the fuzzy systems. The proposed method guarantees the boundedness of all of the signals in the closed-loop system, and at the same time, it ensures the convergence of the synchronization error between the master and slave FOCSs. Finally, the feasibility is demonstrated by simulation studies.
topic adaptive fuzzy control
fractional-order chaotic system
fractional-order adaptation
chaos synchronization
fuzzy logic system
url https://www.frontiersin.org/article/10.3389/fphy.2020.00155/full
work_keys_str_mv AT jinxu fuzzysynchronizationcontrolforfractionalorderchaoticsystemswithdifferentstructures
AT ningli fuzzysynchronizationcontrolforfractionalorderchaoticsystemswithdifferentstructures
AT xiulanzhang fuzzysynchronizationcontrolforfractionalorderchaoticsystemswithdifferentstructures
AT xiaoliqin fuzzysynchronizationcontrolforfractionalorderchaoticsystemswithdifferentstructures
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