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Two-Dimensional Modular Chaotification System for Improving Chaos Complexity
Hua, Zhongyun1; Zhang, Yinxing1; Zhou, Yicong2
2020-03-12
Source PublicationIEEE TRANSACTIONS ON SIGNAL PROCESSING
ISSN1053-587X
Volume68Pages:1937-1949
Abstract

Chaotic systems are widely studied in various research areas such as signal processing and secure communication. Existing chaotic systems may have drawbacks such as discontinuous chaotic ranges and incomplete output distributions. These drawbacks may lead to the defects of some chaos-based applications. To accommodate these challenges, this paper proposes a two-dimensional (2D) modular chaotification system (2D-MCS) to improve the chaos complexity of any 2D chaotic map. Because the modular operation is a bounded transform, the improved chaotic maps by 2D-MCS can generate chaotic behaviors in wide parameter ranges while existing chaotic maps cannot. Three improved chaotic maps are presented as typical examples to verify the effectiveness of 2D-MCS. The chaos properties of one example of 2D-MCS are mathematically analyzed using the definition of Lyapunov exponent. Performance evaluations demonstrate that these improved chaotic maps have continuous and large chaotic ranges, and their outputs are distributed more uniformly than the outputs of existing 2D chaotic maps. To show the application of 2D-MCS, we apply the improved chaotic maps of 2D-MCS to secure communication. The simulation results show that these improved chaotic maps exhibit better performance than several existing and newly developed chaotic maps in terms of resisting different channel noise.

KeywordChaotic Signal Chaotic System Chaotification Dynamical System Secure Communication
DOI10.1109/TSP.2020.2979596
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaEngineering
WOS SubjectEngineering, Electrical & Electronic
WOS IDWOS:000530062500001
PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC445 HOES LANE, PISCATAWAY, NJ 08855-4141
Scopus ID2-s2.0-85084117750
Fulltext Access
Citation statistics
Document TypeJournal article
CollectionDEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Faculty of Science and Technology
Corresponding AuthorHua, Zhongyun; Zhou, Yicong
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
Corresponding Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Hua, Zhongyun,Zhang, Yinxing,Zhou, Yicong. Two-Dimensional Modular Chaotification System for Improving Chaos Complexity[J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2020, 68, 1937-1949.
APA Hua, Zhongyun., Zhang, Yinxing., & Zhou, Yicong (2020). Two-Dimensional Modular Chaotification System for Improving Chaos Complexity. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 68, 1937-1949.
MLA Hua, Zhongyun,et al."Two-Dimensional Modular Chaotification System for Improving Chaos Complexity".IEEE TRANSACTIONS ON SIGNAL PROCESSING 68(2020):1937-1949.
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