UM
Adaptive synchronization of complicated chaotic systems with uncertainties via fuzzy modeling-based control strategy
Tam, Lap-Mou; Chen, Hsien-Keng; Li, Shih-Yu
2018-02
Source PublicationINFORMATION SCIENCES
ISSN0020-0255
Volume427Pages:18-31
AbstractIn this paper, adaptive control of complicated chaotic systems with unknown parameters is discussed via a set of fuzzy modeling-based adaptive strategy. The proposed fuzzy model theory aims to adjust the inner-weighting of each linear sub-equation, simplize the complicated modeling process, and to reveal the similar behaviors of complicated nonlinear dynamic system. Further, based on the modeling concept, a set of fuzzy model-based adaptive control scheme and its creative fuzzy update laws of parameters are proposed to achieve the goal of adaptive synchronization. Two identical complicated dynamic systems, Mathieu-Van der pol system (M-V system) with uncertainties, are designed and illustrated for numerical simulation example to show the effectiveness and feasibility of the proposed novel adaptive control strategy. (C) 2017 Elsevier Inc. All rights reserved.
KeywordGLT fuzzy model Nonlinear terms group Fuzzy adaptive control
DOI10.1016/j.ins.2017.10.028
URLView the original
Indexed BySCI
Language英语
WOS Research AreaComputer Science
WOS SubjectComputer Science, Information Systems
WOS IDWOS:000416497800002
PublisherELSEVIER SCIENCE INC
The Source to ArticleWOS
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Citation statistics
Cited Times [WOS]:3   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionUniversity of Macau
Recommended Citation
GB/T 7714
Tam, Lap-Mou,Chen, Hsien-Keng,Li, Shih-Yu. Adaptive synchronization of complicated chaotic systems with uncertainties via fuzzy modeling-based control strategy[J]. INFORMATION SCIENCES,2018,427:18-31.
APA Tam, Lap-Mou,Chen, Hsien-Keng,&Li, Shih-Yu.(2018).Adaptive synchronization of complicated chaotic systems with uncertainties via fuzzy modeling-based control strategy.INFORMATION SCIENCES,427,18-31.
MLA Tam, Lap-Mou,et al."Adaptive synchronization of complicated chaotic systems with uncertainties via fuzzy modeling-based control strategy".INFORMATION SCIENCES 427(2018):18-31.
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