Modular chaotification model with FPGA implementation

被引:11
作者
Hua, ZhongYun [1 ]
Zhou, BingHang [2 ]
Zhang, YinXing [1 ]
Zhou, YiCong [3 ]
机构
[1] Harbin Inst Technol, Sch Comp Sci & Technol, Shenzhen 518055, Peoples R China
[2] Hunan Univ, Coll Elect & Informat Engn, Changsha 410082, Peoples R China
[3] Univ Macau, Dept Comp & Informat Sci, Macau 999078, Peoples R China
基金
中国国家自然科学基金;
关键词
nonlinear system; chaotic system; field-programmable gate array (FPGA); pseudorandom number generator (PRNG); hardware implementation; CHAOTIC SYSTEM; SYNCHRONIZATION; ENTROPY;
D O I
10.1007/s11431-020-1717-1
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Chaotic systems are an effective tool for various applications, including information security and internet of things. Many chaotic systems may have the weaknesses of incomplete output distributions, discontinuous chaotic regions, and simple chaotic behaviors. These may result in many negative influences in practical applications utilizing chaos. To deal with these issues, this study introduces a modular chaotification model (MCM) to increase the dynamic properties of current one-dimensional (1D) chaotic maps. To exhibit the effect of the MCM, three 1D chaotic maps are improved using the MCM as examples. Studies of the resulting properties show the robust and complex dynamics of these improved chaotic maps. Moreover, we implement these improved chaotic maps of MCM in a field-programmable gate array hardware platform and apply them to the application of PRNG. Performance analyses verify that these chaotic maps improved by the MCM have more complicated chaotic behaviors and wider chaotic ranges than the existing and several new chaotic maps.
引用
收藏
页码:1472 / 1484
页数:13
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