Residential College | false |
Status | 已發表Published |
Two-Dimensional Sine Chaotification System with Hardware Implementation | |
Hua, Zhongyun1; Zhou, Yicong2; Bao, Bocheng3 | |
2020-02-01 | |
Source Publication | IEEE Transactions on Industrial Informatics |
ISSN | 1551-3203 |
Volume | 16Issue: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. |
Keyword | Chaotic System Chaotification Hardware Implementation Nonlinear System Random Number Generator |
DOI | 10.1109/TII.2019.2923553 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Automation & Control Systems ; Computer Science ; Engineering |
WOS Subject | Automation & Control Systems ; Computer Science, Interdisciplinary Applications ; Engineering, Industrial |
WOS ID | WOS:000521337000015 |
Scopus ID | 2-s2.0-85078696430 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | Faculty of Science and Technology |
Corresponding Author | Hua, Zhongyun |
Affiliation | 1.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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