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Self-Reproducing Hidden Attractors in Fractional-Order Chaotic Systems Using Affine Transformations

机译:使用仿射变换的分数秩序混沌系统中自我复制隐藏吸引子

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摘要

This article proposes a unified approach for hidden attractors control in fractional-order chaotic systems. Hidden attractors have small basins of attractions and are very sensitive to initial conditions and parameters. That is, they can be easily drifted from chaotic behavior into another type of dynamics, which is not suitable for encryption applications that require quite wide initial conditions and parameters ranges for encryption key design. Hence, a systematic coordinate affine transformation framework is utilized to construct transformed systems with self-reproducing attractors. Simulation results of two three-dimensional fractional-order chaotic systems with hidden attractors validate that the proposed framework supports attractors geometric structure design and multi-wing generation. Hidden attractor size, polarity, phase, shape and position control while preserving the chaotic dynamics is indicated by strange attractors, spectral entropy, maximum Lyapunov exponent and bifurcation diagrams. Simulations demonstrate the capability of multi-wing generation from fractional-order hidden attractors with no equilibria using non-autonomous parameters as opposed to the classical equilibria extension techniques suitable only for self-excited attractors. The self-reproduced multiple wings can share the same center point or be distributed along an arbitrary line, curve or surface thanks to the non-autonomous translation parameters. Multi-wing attractors widen the basin of attraction and enlarge the state space volume. For practical applications, the proposed technique makes fractional-order systems with hidden attractors suitable for circuit implementations that require specific signal level and polarity conditions. In addition, for digital encryption applications, the relatively wide range of the extra parameters enhances the key space and hence the robustness against brute force attacks.
机译:本文提出了一个统一的方法,用于分数秩序混沌系统中的隐藏吸引子控制。隐藏的吸引子有景点的小盆地,对初始条件和参数非常敏感。也就是说,它们可以很容易地从混沌行为漂移到另一种类型的动态中,这不适合需要相当宽的初始条件和参数范围的加密应用程序进行加密密钥设计。因此,利用系统坐标仿射变换框架来构造具有自我复制吸引子的变换系统。具有隐藏吸引子的两个三维分数混沌系统的仿真结果验证了所提出的框架支持吸引子几何结构设计和多翼生成。隐藏的吸引子大小,极性,相位,形状和位置控制,同时保留混沌动态,由奇怪的吸引子,光谱熵,最大Lyapunov指数和分叉图表表示。模拟展示了使用非自主参数的非自主参数没有平衡的分数定义隐藏吸引子的多翼生成的能力,而不是仅适用于自我激发吸引子的经典均衡扩展技术。自我复制的多个翼可以共享相同的中心点或由于非自主翻译参数而沿任意线,曲线或表面分布。多翼射出器扩大了吸引力的盆地并扩大了状态空间量。对于实际应用,所提出的技术使得具有隐藏的吸引子的分数级系统,适用于需要特定信号电平和极性条件的电路实现。此外,对于数字加密应用,相对较宽的额外参数范围增强了关键空间,从而增强了对蛮力攻击的鲁棒性。

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