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Two-Dimensional Sine Chaotification System with Hardware Implementation

  • Zhongyun Hua*
  • , Yicong Zhou
  • , Bocheng Bao
  • *Corresponding author for this work
  • School of Computer Science and Technology, Harbin Institute of Technology
  • University of Macau
  • Changzhou University

Research output: Contribution to journalArticlepeer-review

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.

Original languageEnglish
Article number8738838
Pages (from-to)887-897
Number of pages11
JournalIEEE Transactions on Industrial Informatics
Volume16
Issue number2
DOIs
StatePublished - Feb 2020
Externally publishedYes

Keywords

  • Chaotic system
  • chaotification
  • hardware implementation
  • nonlinear system
  • random number generator

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