4.6 Article

Dynamic Parameter-Control Chaotic System

Journal

IEEE TRANSACTIONS ON CYBERNETICS
Volume 46, Issue 12, Pages 3330-3341

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TCYB.2015.2504180

Keywords

Chaotic map; dynamic parameter-control chaotic system (DPCCS); field-programmable gate array (FPGA) design; pseudo-random number generator (PRNG)

Funding

  1. Macau Science and Technology Development Fund [FDCT/016/2015/A1]
  2. Research Committee at University of Macau [MYRG2014-00003-FST, MYRG113(Y1-L3)-FST12-ZYC, MRG001/ZYC/2013/FST]

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This paper proposes a general framework of 1-D chaotic maps called the dynamic parameter-control chaotic system (DPCCS). It has a simple but effective structure that uses the outputs of a chaotic map (control map) to dynamically control the parameter of another chaotic map (seed map). Using any existing 1-D chaotic map as the control/seed map (or both), DPCCS is able to produce a huge number of new chaotic maps. Evaluations and comparisons show that chaotic maps generated by DPCCS are very sensitive to their initial states, and have wider chaotic ranges, better unpredictability and more complex chaotic behaviors than their seed maps. Using a chaotic map of DPCCS as an example, we provide a field-programmable gate array design of this chaotic map to show the simplicity of DPCCS in hardware implementation, and introduce a new pseudo-random number generator (PRNG) to investigate the applications of DPCCS. Analysis and testing results demonstrate the excellent randomness of the proposed PRNG.

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