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Two-Dimensional Sine Chaotification System with Hardware Implementation
Hua, Zhongyun1; Zhou, Yicong2; Bao, Bocheng3
2020-02-01
Source PublicationIEEE Transactions on Industrial Informatics
ISSN1551-3203
Volume16Issue:2Pages:887-897
Abstract

Chaotic systems are widely employed in many practical applications for their significant properties. Existing chaotic systems may suffer from the drawbacks of discontinuous chaotic ranges and frail chaotic behaviors. To solve this issue, this paper proposes a two-dimensional (2D) sine chaotification system (2D-SCS). 2D-SCS can not only significantly enhance the complexity of 2D chaotic maps, but also greatly extend their chaotic ranges. As examples, this paper applies 2D-SCS to two existing 2D chaotic maps to obtain two enhanced chaotic maps. Performance evaluations show that these two enhanced chaotic maps have robust chaotic behaviors in much larger chaotic ranges than existing 2D chaotic maps. A microcontroller-based experiment platform is also designed to implement these enhanced chaotic maps in hardware devices. Furthermore, to investigate the application of 2D-SCS, these two enhanced chaotic maps are applied to design a pseudorandom number generator. Experiment results show that these enhanced chaotic maps can produce better random sequences than the existing 2D and several state-of-the-art one-dimensional (1D) chaotic maps.

KeywordChaotic System Chaotification Hardware Implementation Nonlinear System Random Number Generator
DOI10.1109/TII.2019.2923553
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaAutomation & Control Systems ; Computer Science ; Engineering
WOS SubjectAutomation & Control Systems ; Computer Science, Interdisciplinary Applications ; Engineering, Industrial
WOS IDWOS:000521337000015
Scopus ID2-s2.0-85078696430
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Document TypeJournal article
CollectionFaculty of Science and Technology
Corresponding AuthorHua, Zhongyun
Affiliation1.School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Shenzhen, 518055, China
2.Department of Computer and Information Science, University of Macau, 999078, Macao
3.School of Information Science and Engineering, Changzhou University, Changzhou, 213164, China
Recommended Citation
GB/T 7714
Hua, Zhongyun,Zhou, Yicong,Bao, Bocheng. Two-Dimensional Sine Chaotification System with Hardware Implementation[J]. IEEE Transactions on Industrial Informatics, 2020, 16(2), 887-897.
APA Hua, Zhongyun., Zhou, Yicong., & Bao, Bocheng (2020). Two-Dimensional Sine Chaotification System with Hardware Implementation. IEEE Transactions on Industrial Informatics, 16(2), 887-897.
MLA Hua, Zhongyun,et al."Two-Dimensional Sine Chaotification System with Hardware Implementation".IEEE Transactions on Industrial Informatics 16.2(2020):887-897.
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