利用 DCSK-CDMA 技术在 FPGA 上实现图像加密系统

IF 2.2 3区 工程技术 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Integration-The Vlsi Journal Pub Date : 2024-01-18 DOI:10.1016/j.vlsi.2024.102157
Miguel-Angel Estudillo-Valdez, Vincent-Ademola Adeyemi, Jose-Cruz Nuñez-Perez
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引用次数: 0

摘要

本文介绍了一种基于四翼混沌振荡器的 DCSK-CDMA 调制技术,用于图像加密和解密。该系统包括一个用于加密和调制彩色矩阵的传输模块,以及一个用于接收解密和解调原始数据的接收模块。我们的主要贡献之一是首次将 DCSK 混沌调制技术与 CDMA 通信方案相结合,并用 VHDL 语言为 Xilinx FPGA 卡实现了 DCSK 和 CDMA 算法。DCSK-CDMA 技术可在不丢失原始数据的情况下进行解调和解密。这项研究的其他贡献还包括:利用基于四翼混沌振荡器的 DCSK-CDMA 技术实现了加密过程;利用 DCSK-CDMA 技术在 FPGA 上实现了基于混沌的通信系统,用于灰度和 RGB 格式图像的安全传输。这项工作中的系统结构是利用定点二进制运算设计的,并对四翼混沌振荡器应用了四阶 Runge-Kutta 数值方法。原始信息和加密信息之间的相关系数分析表明,灰度图像和 RGB 图像的相关系数分别为 5.367×10-4 和 -2.205×10-7,原始信息完全恢复。在 MATLAB/Simulink 中模拟的结果与在 Xilinx Artix-7 AC701 板上用 VHDL 实现的完整系统相吻合。
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FPGA realization of an image encryption system using the DCSK-CDMA technique

This paper describes a four-wing chaotic oscillator-based DCSK-CDMA modulation technique for image encryption and decryption. The system consists of a transmission module for the encrypted and modulated color matrices, and a reception module for the decrypted and demodulated original data. Among our main contributions is the integration for the first time in the state of the art of DCSK chaotic modulation techniques with the CDMA communication scheme, as well as the implementation of our DCSK and CDMA algorithms in VHDL language for Xilinx FPGA cards. The DCSK-CDMA technique enables demodulation and decryption without any loss in the original data. Other contributions arising from this investigation are the encryption process implemented using DCSK-CDMA techniques based on a four-wing chaotic oscillator and the realization on the FPGA of a chaos-based communications system for the secure transmission of images of grayscale and RGB formats using DCSK-CDMA techniques. The system architecture in this work was designed using fixed-point binary arithmetic, with the application of the 4th order Runge–Kutta numerical method for the four-wing chaotic oscillator. The analysis of the correlation coefficients between the original and encrypted information indicates the values of 5.367×104 and 2.205×107 for grayscale and RGB images, respectively, with a full recovery of the original information. The results of simulations in MATLAB/Simulink coincide with the implementation of the complete system in VHDL on the Xilinx Artix-7 AC701 board.

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来源期刊
Integration-The Vlsi Journal
Integration-The Vlsi Journal 工程技术-工程:电子与电气
CiteScore
3.80
自引率
5.30%
发文量
107
审稿时长
6 months
期刊介绍: Integration''s aim is to cover every aspect of the VLSI area, with an emphasis on cross-fertilization between various fields of science, and the design, verification, test and applications of integrated circuits and systems, as well as closely related topics in process and device technologies. Individual issues will feature peer-reviewed tutorials and articles as well as reviews of recent publications. The intended coverage of the journal can be assessed by examining the following (non-exclusive) list of topics: Specification methods and languages; Analog/Digital Integrated Circuits and Systems; VLSI architectures; Algorithms, methods and tools for modeling, simulation, synthesis and verification of integrated circuits and systems of any complexity; Embedded systems; High-level synthesis for VLSI systems; Logic synthesis and finite automata; Testing, design-for-test and test generation algorithms; Physical design; Formal verification; Algorithms implemented in VLSI systems; Systems engineering; Heterogeneous systems.
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