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Dynamic parameter-control chaotic system
Zhongyun Hua; Yicong Zhou
2016-12
Source PublicationIEEE Transactions on Cybernetics
ABS Journal Level3
ISSN21682267
Volume46Issue:12Pages:3330 - 3341
Abstract

This paper proposes a general framework of 1-D chaotic maps called the dynamic parameter-control chaotic system (DPCCS). It has a simple but effective structure that uses the outputs of a chaotic map (control map) to dynamically control the parameter of another chaotic map (seed map). Using any existing 1-D chaotic map as the control/seed map (or both), DPCCS is able to produce a huge number of new chaotic maps. Evaluations and comparisons show that chaotic maps generated by DPCCS are very sensitive to their initial states, and have wider chaotic ranges, better unpredictability and more complex chaotic behaviors than their seed maps. Using a chaotic map of DPCCS as an example, we provide a field-programmable gate array design of this chaotic map to show the simplicity of DPCCS in hardware implementation, and introduce a new pseudo-random number generator (PRNG) to investigate the applications of DPCCS. Analysis and testing results demonstrate the excellent randomness of the proposed PRNG.

KeywordChaotic Map Dynamic Parameter-control Chaotic System (Dpccs) Field-programmable Gate Array (Fpga) Design Pseudo-random Number Generator (Prng)
DOI10.1109/TCYB.2015.2504180
URLView the original
Indexed BySCIE
WOS Research AreaAutomation & Control Systems ; Computer Science
WOS SubjectAutomation & Control Systems ; Computer Science, Artificial Intelligence ; Computer Science, Cybernetics
WOS IDWOS:000388923100052
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Citation statistics
Cited Times [WOS]:64   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionDEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Faculty of Science and Technology
Corresponding AuthorYicong Zhou
AffiliationUniversity of Macau
First Author AffilicationUniversity of Macau
Corresponding Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Zhongyun Hua,Yicong Zhou. Dynamic parameter-control chaotic system[J]. IEEE Transactions on Cybernetics,2016,46(12):3330 - 3341.
APA Zhongyun Hua,&Yicong Zhou.(2016).Dynamic parameter-control chaotic system.IEEE Transactions on Cybernetics,46(12),3330 - 3341.
MLA Zhongyun Hua,et al."Dynamic parameter-control chaotic system".IEEE Transactions on Cybernetics 46.12(2016):3330 - 3341.
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