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一种新型四维超混沌系统的建立及其动态特性在灰度图像中的应用与统计检验

The Establishment and Dynamic Properties of a New 4D Hyperchaotic System with Its Application and Statistical Tests in Gray Images.

作者信息

Ding Lina, Ding Qun

机构信息

Electronic Engineering College, Heilongjiang University, Harbin 150080, China.

Electrical Engineering College, Suihua University, Suihua 152061, China.

出版信息

Entropy (Basel). 2020 Mar 10;22(3):310. doi: 10.3390/e22030310.

DOI:10.3390/e22030310
PMID:33286085
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7516767/
Abstract

In this paper, a new 4D hyperchaotic system is generated. The dynamic properties of attractor phase space, local stability, poincare section, periodic attractor, quasi-periodic attractor, chaotic attractor, bifurcation diagram, and Lyapunov index are analyzed. The hyperchaotic system is normalized and binary serialized, and the binary hyperchaotic stream generated by the system is statistically tested and entropy analyzed. Finally, the hyperchaotic binary stream is applied to the gray image encryption. The histogram, correlation coefficient, entropy test, and security analysis show that the hyperchaotic system has good random characteristics and can be applied to the gray image encryption.

摘要

本文中,生成了一个新的4D超混沌系统。分析了吸引子相空间的动力学特性、局部稳定性、庞加莱截面、周期吸引子、准周期吸引子、混沌吸引子、分岔图和李雅普诺夫指数。对该超混沌系统进行归一化和二进制序列化,并对系统生成的二进制超混沌流进行统计测试和熵分析。最后,将超混沌二进制流应用于灰度图像加密。直方图、相关系数、熵测试和安全性分析表明,该超混沌系统具有良好的随机特性,可应用于灰度图像加密。

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引用本文的文献

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FPGA-Based Implementation and Synchronization Design of a New Five-Dimensional Hyperchaotic System.基于现场可编程门阵列的新型五维超混沌系统的实现与同步设计
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Coexisting Infinite Orbits in an Area-Preserving Lozi Map.保面积洛齐映射中的共存无限轨道。

本文引用的文献

1
A Novel Image Encryption Approach Based on a Hyperchaotic System, Pixel-Level Filtering with Variable Kernels, and DNA-Level Diffusion.一种基于超混沌系统、可变核像素级滤波和DNA级扩散的新型图像加密方法。
Entropy (Basel). 2019 Dec 19;22(1):5. doi: 10.3390/e22010005.
2
Image Encryption Based on Pixel-Level Diffusion with Dynamic Filtering and DNA-Level Permutation with 3D Latin Cubes.基于动态滤波的像素级扩散和三维拉丁立方体的DNA级排列的图像加密
Entropy (Basel). 2019 Mar 24;21(3):319. doi: 10.3390/e21030319.
3
Dynamics and Entropy Analysis for a New 4-D Hyperchaotic System with Coexisting Hidden Attractors.
Entropy (Basel). 2020 Oct 3;22(10):1119. doi: 10.3390/e22101119.
4
A Note on the Reproducibility of Chaos Simulation.关于混沌模拟可重复性的一则注释
Entropy (Basel). 2020 Aug 29;22(9):953. doi: 10.3390/e22090953.
具有共存隐藏吸引子的新型四维超混沌系统的动力学与熵分析
Entropy (Basel). 2019 Mar 15;21(3):287. doi: 10.3390/e21030287.
4
A Novel Image Encryption Scheme Based on Self-Synchronous Chaotic Stream Cipher and Wavelet Transform.一种基于自同步混沌流密码和小波变换的新型图像加密方案。
Entropy (Basel). 2018 Jun 6;20(6):445. doi: 10.3390/e20060445.
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Joint image compression and encryption based on sparse Bayesian learning and bit-level 3D Arnold cat maps.基于稀疏贝叶斯学习和位级 3D Arnold 猫映射的联合图像压缩与加密。
PLoS One. 2019 Nov 18;14(11):e0224382. doi: 10.1371/journal.pone.0224382. eCollection 2019.
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Correlated noise in a logistic growth model.逻辑斯蒂增长模型中的相关噪声。
Phys Rev E Stat Nonlin Soft Matter Phys. 2003 Feb;67(2 Pt 1):022903. doi: 10.1103/PhysRevE.67.022903. Epub 2003 Feb 27.