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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2020-05-01
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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 |
_version_ |
1724653266576343040 |