一个具有两个内部频率的新型3D混乱地图的动态分析
Pei Wang1, Qiao Wang2,3, Haiwei Sang1,4
1Guizhou Key Laboratory of Artificial Intelligence and Brain-Inspired Computing, College of Mathematics and Big Data, Guizhou Education University, Guiyang, 550018, China.
Scientific reports
|February 18, 2025
概括
这项研究引入了一个新的混乱地图,利用内部频率来实现独特的动态行为和极端多稳定性. 它在伪随机数生成中的实际应用证明了由NIST测试验证的高随机性.
科学领域:
- 非线性动力学是一种非线性动力学.
- 混沌理论 混沌理论
- 计算数学 计算数学 计算数学
背景情况:
- 三角函数是混乱地图设计的有效非线性元素.
- 这些地图中的内部频率影响的动态行为需要进一步调查.
研究的目的:
- 提出一个新的混乱地图,具有独特的动态特性.
- 探索主导和衰退的内部频率对混乱地图行为的影响.
- 为了证明地图在安全通信和随机数生成中的适用性.
主要方法:
- 数字模拟来分析动态行为和利亚普诺夫指数.
- 研究初始提振和极端多稳定性的研究.
- 在STM32平台上实现硬件验证.
- 在伪随机数生成 (PRNG) 和NIST SP800-22测试中的应用.
主要成果:
- 开发了一个新的混乱地图,展示了依赖内部频率的独特动态行为.
- 实现了对利亚普诺夫指数和系统性能的控制.
- 地图显示了初始增强的极端多稳定性,这是以前未报告的现象.
- 硬件实现证实了实际适用性.
- 该PRNG显示了高的随机性,通过了NIST SP800-22测试.
结论:
- 拟议的混乱地图提供了由内部频率驱动的新奇动态特征.
- 地图控制利亚普诺夫指数和表现出极端多稳定的能力是显著的.
- 经过验证的硬件实现和PRNG性能突出显示了其在加密和安全系统中的实际潜力.
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