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Sine-transform-based chaotic system with FPGA implementation
Hua Z.3; Zhou B.2; Zhou Y.1
2018-03-01
Source PublicationIEEE Transactions on Industrial Electronics
ISSN02780046
Volume65Issue:3Pages:2557-2566
Abstract

As chaotic dynamics is widely used in nonlinear control, synchronization communication, and many other applications, designing chaotic maps with complex chaotic behaviors is attractive. This paper proposes a sine-transform-based chaotic system (STBCS) of generating one-dimensional (1-D) chaotic maps. It performs a sine transform to the combination of the outputs of two existing chaotic maps (seed maps). Users have the flexibility to choose any existing 1-D chaotic maps as seed maps in STBCS to generate a large number of new chaotic maps. The complex chaotic behavior of STBCS is verified using the principle of Lypunov exponent. To show the usability and effectiveness of STBCS, we provide three new chaotic maps as examples. Theoretical analysis shows that these chaotic maps have complex dynamics properties and robust chaos. Performance evaluations demonstrate that they have much larger chaotic ranges, better complexity, and unpredictability, compared with chaotic maps generated by other methods and the corresponding seed maps. Moreover, to show the simplicity of STBCS in hardware implementation, we simulate the three new chaotic maps using the field-programmable gate array (FPGA).

KeywordChaotic Behavior Field-programmable Gate Array (Fpga) Nonlinear Control Sine-transform-based Chaotic System (Stbcs)
DOI10.1109/TIE.2017.2736515
URLView the original
Indexed BySCI
WOS Research AreaAutomation & Control Systems ; Engineering ; Instruments & Instrumentation
WOS SubjectAutomation & Control Systems ; Engineering, Electrical & Electronic ; Instruments & Instrumentation
WOS IDWOS:000418643200063
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Cited Times [WOS]:46   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionFaculty of Science and Technology
DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Affiliation1.Universidade de Macau
2.Hunan University
3.Harbin Institute of Technology
Recommended Citation
GB/T 7714
Hua Z.,Zhou B.,Zhou Y.. Sine-transform-based chaotic system with FPGA implementation[J]. IEEE Transactions on Industrial Electronics,2018,65(3):2557-2566.
APA Hua Z.,Zhou B.,&Zhou Y..(2018).Sine-transform-based chaotic system with FPGA implementation.IEEE Transactions on Industrial Electronics,65(3),2557-2566.
MLA Hua Z.,et al."Sine-transform-based chaotic system with FPGA implementation".IEEE Transactions on Industrial Electronics 65.3(2018):2557-2566.
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