Construction, analysis and DSP implementation of Hamiltonian conservative chaotic system based on permutation group rotation multiplication method

IF 5.6 1区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Chaos Solitons & Fractals Pub Date : 2025-05-01 Epub Date: 2025-02-23 DOI:10.1016/j.chaos.2025.116109
Hepeng Pan , Guodong Li , Wenxia Xu , Jingxu Zhang
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Abstract

Conservative chaotic systems with high ergodicity and attractor-free advantages are advantageous in the field of data security. In addition, the methods for constructing the conservative chaotic system are fewer and more restrictive, leading to a limited number of constructed systems. Therefore, this paper proposes a method for constructing a skew-symmetric matrix within a Hamiltonian vector field using the rotation multiplication of the permutation group. By using the properties of skew-symmetric matrices, the conservation and non-conservation of the Hamiltonian and Casimir energies of the equations of the system are proved. To verify the validity and universality of the method, Hamiltonian conservative chaotic systems with multiple dimensions and different linear combinations are constructed. The dynamics of the 5-dimensional bivariate Hamiltonian chaotic system are analyzed, with the presence of symmetric and asymmetric multi-orbital coexistence and with a high complexity property that can be maintained around a complexity of 0.94 over a wide range of initial value intervals. Interestingly, the 5D Hamiltonian conservative system we constructed exhibits a wide range of parameters in its hyperchaotic and chaotic states, and with a large range of initial values. Moreover, the maximum Lyapunov exponent increases as certain initial values increase, the maximum Lyapunov exponent can exceed 20 within the initial value interval [0,50], exhibiting strong stability and complex chaotic characteristics. Finally, by using the NIST test and DSP hardware implementation, the system is further verified to have better pseudo-random and physical realizability, which lays the foundation for the application of the conservative chaotic system.
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基于置换群旋转乘法法的哈密顿保守混沌系统的构造、分析与DSP实现
保守混沌系统具有高遍历性和无吸引子的优点,在数据安全领域具有优势。此外,构造保守混沌系统的方法较少且约束较多,导致构造的系统数量有限。因此,本文提出了一种利用置换群的旋转乘法构造哈密顿向量场内的偏对称矩阵的方法。利用偏对称矩阵的性质,证明了系统方程的哈密顿能量和卡西米尔能量守恒和不守恒。为了验证该方法的有效性和通用性,构造了具有不同线性组合的多维哈密顿保守混沌系统。分析了具有对称和非对称多轨道共存和高复杂性的5维二元哈密顿混沌系统的动力学特性,该系统在较宽的初始值区间内可以保持在0.94左右的复杂度。有趣的是,我们构建的5D hamilton保守系统在其超混沌和混沌状态下表现出广泛的参数范围,并且具有大范围的初值。而且,Lyapunov指数最大值随着某些初值的增大而增大,在初值区间[0,50]内Lyapunov指数最大值可超过20,表现出较强的稳定性和复杂混沌特性。最后,通过NIST测试和DSP硬件实现,进一步验证了该系统具有较好的伪随机和物理可实现性,为保守混沌系统的应用奠定了基础。
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来源期刊
Chaos Solitons & Fractals
Chaos Solitons & Fractals 物理-数学跨学科应用
CiteScore
13.20
自引率
10.30%
发文量
1087
审稿时长
9 months
期刊介绍: Chaos, Solitons & Fractals strives to establish itself as a premier journal in the interdisciplinary realm of Nonlinear Science, Non-equilibrium, and Complex Phenomena. It welcomes submissions covering a broad spectrum of topics within this field, including dynamics, non-equilibrium processes in physics, chemistry, and geophysics, complex matter and networks, mathematical models, computational biology, applications to quantum and mesoscopic phenomena, fluctuations and random processes, self-organization, and social phenomena.
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