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一个新多涡卷混沌系统的设计及在图像加密中的应用

摆玉龙 杨阳 唐丽红

摆玉龙, 杨阳, 唐丽红. 一个新多涡卷混沌系统的设计及在图像加密中的应用[J]. 电子与信息学报, 2021, 43(2): 436-444. doi: 10.11999/JEIT191002
引用本文: 摆玉龙, 杨阳, 唐丽红. 一个新多涡卷混沌系统的设计及在图像加密中的应用[J]. 电子与信息学报, 2021, 43(2): 436-444. doi: 10.11999/JEIT191002
Yulong BAI, Yang YANG, Lihong TANG. Design of a Multi-scroll Chaotic System and its Application to Image Encryption[J]. Journal of Electronics & Information Technology, 2021, 43(2): 436-444. doi: 10.11999/JEIT191002
Citation: Yulong BAI, Yang YANG, Lihong TANG. Design of a Multi-scroll Chaotic System and its Application to Image Encryption[J]. Journal of Electronics & Information Technology, 2021, 43(2): 436-444. doi: 10.11999/JEIT191002

一个新多涡卷混沌系统的设计及在图像加密中的应用

doi: 10.11999/JEIT191002
基金项目: 国家自然科学基金(41861047, 41461078),西北师范大学青年教师科研能力提升计划(NWNU-LKQN-17-6)
详细信息
    作者简介:

    摆玉龙:男,1973年生,教授,博士生导师,研究方向为控制理论与应用

    杨阳:女,1995年生,硕士生,研究方向为混沌系统

    唐丽红:女,1995年生,硕士生,研究方向为时间序列与风速预测

    通讯作者:

    杨阳 2442361622@qq.com

  • 中图分类号: TN918.4

Design of a Multi-scroll Chaotic System and its Application to Image Encryption

Funds: The National Natural Science Foundation of China (41861047, 41461078), The Northwest Normal University Young Teachers' Scientific Research Capability Upgrading Program (NWNU-LKQN-17-6)
  • 摘要:

    该文提出一种三涡卷混沌系统,首先对系统的李雅普诺夫指数、分岔图、Poincare截面图、功率谱图及平衡点稳定性等动力学特性进行了理论分析和数值仿真,结果表明该系统具有良好的动力学特性和丰富的拓扑吸引子。基于电路仿真软件Multisim研制了实验仿真电路, 该电路结构简单、易于实际制作,且仿真实验与理论分析结论十分吻合,证实了提出的混沌系统电路在物理上是可以实现的,从而验证了该混沌系统的混沌产生能力。最后结合DNA算法设计了一种彩色图像加密算法,利用新系统混沌序列对图像进行加密,重点分析了加密直方图、相邻像素相关性。结果表明,新系统对混沌密钥及明文都非常敏感,密钥空间较大,提出的混沌系统应用于图像加密具有较高的安全性能。

  • 图  1  三涡卷混沌系统的相图

    图  2  参数$\delta $变化时的Lyapunov指数谱

    图  3  z变量随参数$\delta $变化时的分岔图

    图  4  系统式(1)的Poincare截面图

    图  5  系统的功率谱图

    图  6  电路原理图

    图  7  电路实验吸引子相图

    图  8  图像加密算法框架图

    图  9  图像加密效果

    图  10  水平方向R通道相邻像素分布

    图  11  加密后完整相邻像素分布

    12  图像像素分布直方图

    表  1  相邻像素在不同方向上的相关系数

    方法水平相关性垂直相关性对角相关性
    原始Lena图像0.97120.97820.9547
    文献[13]0.00610.01530.0031
    文献[14]0.01020.02140.0061
    文献[15]0.00270.01520.0071
    文献[16]0.01510.00110.0403
    文献[17]–0.0034–0.00600.0063
    文献[18]0.00290.00410.0019
    本文算法0.00060.0013–0.0011
    下载: 导出CSV

    表  2  RGB三个通道的信息熵

    方法信息熵
    原始Lena图像6.9951
    文献[13]7.9964
    文献[14]7.9979
    文献[18]7.9983
    文献[19]7.9978
    文献[20]7.9968
    本文算法7.9995
    下载: 导出CSV
  • MOOTHATHU T K S. Stronger forms of sensitivity for dynamical systems[J]. Nonlinearity, 2007, 20(9): 2115–2126. doi: 10.1088/0951-7715/20/9/006
    李志军, 曾以成. 基于文氏振荡器的忆阻混沌电路[J]. 电子与信息学报, 2014, 36(1): 88–93. doi: 10.3724/SP.J.1146.2013.00332

    LI Zhijun and ZENG Yicheng. A memristor chaotic circuit based on Wien-bridge oscillator[J]. Journal of Electronics &Information Technology, 2014, 36(1): 88–93. doi: 10.3724/SP.J.1146.2013.00332
    LÜ Jinhu and CHEN Guanrong. A new chaotic attractor coined[J]. International Journal of Bifurcation and Chaos, 2002, 12(3): 659–661. doi: 10.1142/S0218127402004620
    BANERJEE T, BISWAS D, and SARKAR B C. Design and analysis of a first order time-delayed chaotic system[J]. Nonlinear Dynamics, 2012, 70(1): 721–734. doi: 10.1007/s11071-012-0490-3
    VAIDYANATHAN S. A new six-term 3-d chaotic system with an exponential nonlinearity[J]. Far East Journal of Mathematical Sciences, 2013, 79(1): 135–145.
    张平伟, 唐国宁, 罗晓曙. 双向耦合混沌系统广义同步[J]. 物理学报, 2005, 54(8): 3497–3501. doi: 10.3321/j.issn:1000-3290.2005.08.005

    ZHANG Pingwei, TANG Guoning, and LUO Xiaoshu. Generalized synchronization of bidirectionally coupled chaos systems[J]. Acta Physica Sinica, 2005, 54(8): 3497–3501. doi: 10.3321/j.issn:1000-3290.2005.08.005
    李付鹏, 刘敬彪, 王光义, 等. 基于混沌集的图像加密算法[J]. 电子与信息学报, 2020, 42(4): 981–987. doi: 10.11999/JEIT190344

    LI Fupeng, LIU Jingbiao, WANG Guangyi, et al. An image encryption algorithm based on chaos set[J]. Journal of Electronics &Information Technology, 2020, 42(4): 981–987. doi: 10.11999/JEIT190344
    LI Chengqing, LIN Dongdong, and LÜ Jinhu. Cryptanalyzing an image-scrambling encryption algorithm of pixel bits[J]. IEEE MultiMedia, 2017, 24(3): 64–71. doi: 10.1109/MMUL.2017.3051512
    VOLOS C K, KYPRIANIDIS I M, and STOUBOULOS I N. Text encryption scheme realized with a chaotic pseudo-random bit generator[J]. Journal of Engineering Science and Technology Review, 2013, 6(4): 9–14. doi: 10.25103/jestr.064.02
    YI Shuang and ZHOU Yicong. Binary-block embedding for reversible data hiding in encrypted images[J]. Signal Processing, 2017, 133: 40–51. doi: 10.1016/j.sigpro.2016.10.017
    WANG Xingyuan, LIU Lintao, and ZHANG Yingqian. A novel chaotic block image encryption algorithm based on dynamic random growth technique[J]. Optics and Lasers in Engineering, 2015, 66: 10–18. doi: 10.1016/j.optlaseng.2014.08.005
    段欢, 郑紫微. 基于位平面Arnold置乱变换改进算法[J]. 无线通信技术, 2018, 27(2): 37–42. doi: 10.3969/j.issn.1003-8329.2018.02.008

    DUAN Huan and ZHENG Ziwei. Improved algorithm of Arnold scrambling transformation based on bit plane[J]. Wireless Communication Technology, 2018, 27(2): 37–42. doi: 10.3969/j.issn.1003-8329.2018.02.008
    KAMELl MOHAMED F. A parallel block-based encryption schema for digital images using reversible cellular automata[J]. Engineering Science & Technology An International Journal, 2014, 17(2): 85–94. doi: 10.1016/j.jestch.2014.04.001
    李琳, 孔留勇. 一种基于混沌的新型图像加密算法[J]. 系统仿真学报, 2008, 30(3): 954–961. doi: 10.16182/j.issn1004731x.joss.201803023

    LI Lin and KONG Liuyong. A new image encryption algorithm based on chaos[J]. Journal of System Simulation, 2008, 30(3): 954–961. doi: 10.16182/j.issn1004731x.joss.201803023
    闵富红, 王珠林, 王恩荣, 等. 新型忆阻器混沌电路及其在图像加密中的应用[J]. 电子与信息学报, 2016, 38(10): 2681–2688. doi: 10.11999/JEIT160178

    MIN Fuhong, WANG Zhulin, WANG Enrong, et al. New memristor chaotic circuit and its application to image encryption[J]. Journal of Electronics &Information Technology, 2016, 38(10): 2681–2688. doi: 10.11999/JEIT160178
    屈双惠, 杨志宏, 容旭巍, 等. 一个新忆阻混沌系统及其在图像加密中的应用[J]. 系统仿真学报, 2019, 31(5): 984–991. doi: 10.16182/j.issn1004731x.joss.17-0170

    QU Shuanghui, YANG Zhihong, RONG Xuwei, et al. A new memristor chaotic system and its application in image encryption[J]. Journal of System Simulation, 2019, 31(5): 984–991. doi: 10.16182/j.issn1004731x.joss.17-0170
    朱从旭, 胡玉平, 孙克辉. 基于超混沌系统和密文交错扩散的图像加密新算法[J]. 电子与信息学报, 2012, 34(7): 1735–1743. doi: 10.3724/SP.J.1146.2011.01004

    ZHU Congxu, HU Yuping, and SUN Kehui. New image encryption algorithm based on hyperchaotic system and ciphertext diffusion in crisscross pattern[J]. Journal of Electronics &Information Technology, 2012, 34(7): 1735–1743. doi: 10.3724/SP.J.1146.2011.01004
    ENAYATIFAR R, ABDULL A H, and ISNIN I F. Chaos-based image encryption using a hybrid genetic algorithm and a DNA sequence[J]. Optics and Lasers in Engineering, 2014, 56: 83–93. doi: 10.1016/j.optlaseng.2013.12.003
    PING Ping, XU Feng, and WANG Zhijian. Image encryption based on non-affine and balanced cellular automata[J]. Signal Processing, 2014, 105: 419–429. doi: 10.1016/j.sigpro.2014.06.020
    ZHANG Qiang, LIU Lili, and WEI Xiaopeng. Improved algorithm for image encryption based on DNA encoding and multi-chaotic maps[J]. AEU–International Journal of Electronics and Communications, 2014, 68(3): 186–192. doi: 10.1016/j.aeue.2013.08.007
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出版历程
  • 收稿日期:  2019-12-16
  • 修回日期:  2020-08-29
  • 网络出版日期:  2020-12-07
  • 刊出日期:  2021-02-23

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