基于Sprott-C系统的增强型5D超混沌记忆系统动力学与硬件实现研究

Abdulmajeed Abdullah Mohammed Mokbel;Fei Yu;Yumba Musoya Gracia;Bohong Tan;Hairong Lin;Herbert Ho-Ching Iu
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引用次数: 0

摘要

本文提出了一种基于Sprott-C系统结构的新型5D超混沌记忆系统,大大提高了系统的复杂度,可用于安全通信和信号处理。本研究工作的一个关键方面是引入磁通控制的忆阻器,该忆阻器表现出系统的混沌行为和动态响应。在这方面,对系统的平衡、分岔和超混沌动力学的稳定性进行了详细的数学建模和数值模拟,并显示了在密码学应用和安全数据传输中具有巨大潜力的各种各样的行为。在此基础上,验证了实时运行环境的灵活性和高效性,并在现场可编程门阵列(FPGA)硬件平台上进行了实际实现。给出了验证理论框架的原型,为混沌系统提供了具有实际意义的新见解。最后,我们对所提出的5D超混沌记忆系统进行了美国国家标准与技术研究所(NIST)的测试,结果表明该系统具有良好的随机性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploring Dynamics and Hardware Implementation of an Enhanced 5D Hyperchaotic Memristive System Inspired by Sprott-C System
This paper proposes a novel 5D hyperchaotic memristive system based on the Sprott-C system configuration, which greatly improves the complexity of the system to be used for secure communication and signal processing. A critical aspect of this research work is the introduction of a flux-controlled memristor that exhibits chaotic behavior and dynamic responses of the system. To this respect, detailed mathematical modeling and numerical simulations about the stability of the system's equilibria, bifurcations, and hyperchaotic dynamics were conducted and showed a very wide variety of behaviors of great potential in cryptographic applications and secure data transmission. Then, the flexibility and efficiency of the real-time operating environment were demonstrated, and the system was actually implemented on a field-programmable gate array (FPGA) hardware platform. A prototype that confirms the theoretical framework was presented, providing new insights for chaotic systems with practical significance. Finally, we conducted National Institute of Standards and Technology (NIST) testing on the proposed 5D hyperchaotic memristive system, and the results showed that the system has good randomness.
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