4.8 Article

Two-Dimensional Sine Chaotification System With Hardware Implementation

期刊

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
卷 16, 期 2, 页码 887-897

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TII.2019.2923553

关键词

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

资金

  1. National Key Research and Development Program of China [2018YFB1003805, 2016YFB0800804]
  2. Shenzhen Science and Technology Program [JCYJ20170307150704051, JCYJ20170811160212033]
  3. National Natural Science Foundation of China [61701137]
  4. Macau Science and Technology Development Fund [FDCT/189/2017/A3]
  5. Research Committee at the University of Macau [MYRG2016-00123-FST, MYRG2018-00136-FST]

向作者/读者索取更多资源

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.

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