用于模拟集成电路的二维混沌振荡器

IF 2.4 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE open journal of circuits and systems Pub Date : 2022-01-01 DOI:10.1109/OJCAS.2022.3216780
Partha Sarathi Paul;Parker Hardy;Maisha Sadia;MD Sakib Hasan
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引用次数: 1

摘要

在本文中,我们提出了一种模拟二维(2D)离散时间混沌振荡器的设计。研究二维混沌系统是因为与一维(1D)混沌系统相比,二维混沌系统具有更复杂的混沌行为。已经发表的关于2D混沌系统的工作主要集中在熟悉的1D混沌映射的复杂分析组合上,如正弦映射、逻辑映射、帐篷映射等,或者是现成的基于组件的模拟电路。由于复杂的硬件要求,它们都不适用于硬件高效集成电路(IC)实现。据我们所知,这项拟议的工作是第一份适用于硬件约束IC实现的模拟2D离散时间混沌振荡器设计报告。通过分岔图、瞬态响应、二维李雅普诺夫指数和相关系数测量,分析了所提出设计的混沌性能。结果表明,该设计具有良好的混沌性能,硬件成本低。介绍了所提出的二维混沌振荡器在随机数发生器(RNG)设计中的实际应用。通过将生成的随机序列通过四个标准统计测试,即NIST、FIPS、TestU01和Diehard,验证了RNG在密码学中的适用性。
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A 2D Chaotic Oscillator for Analog IC
In this paper, we have proposed the design of an analog two-dimensional (2D) discrete-time chaotic oscillator. 2D chaotic systems are studied because of their more complex chaotic behavior compared to one-dimensional (1D) chaotic systems. The already published works on 2D chaotic systems are mainly focused either on the complex analytical combinations of familiar 1D chaotic maps such as Sine map, Logistic map, Tent map, and so on, or off-the-shelf component-based analog circuits. Due to complex hardware requirements, neither of them is feasible for hardware-efficient integrated circuit (IC) implementations. To the best of our knowledge, this proposed work is the first-ever report of an analog 2D discrete-time chaotic oscillator design that is suitable for hardware-constrained IC implementations. The chaotic performance of the proposed design is analyzed with bifurcation plots, the transient response, 2D Lyapunov exponent, and correlation coefficient measurements. It is demonstrated that the proposed design exhibits promising chaotic behavior with low hardware cost. The real-world application of the proposed 2D chaotic oscillator is presented in a random number generator (RNG) design. The applicability of the RNG in cryptography is verified by passing the generated random sequence through four standard statistical tests namely, NIST, FIPS, TestU01, and Diehard.
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