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FPGA Realization of Spherical Chaotic System with Application in Image Transmission

机译:FPGA球面混沌系统的实现及其在图像传输中的应用

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摘要

This paper considers a three-dimensional nonlinear dynamical system capable of generating spherical attractors. The main activity is the realization of a spherical chaotic attractor on Intel and Xilinx FPGA boards, with a focus on implementation of a secure communication system. The first major contribution is the successful synchronization of two chaotic spherical systems, in VHDL program, in a master-slave topology using Hamiltonian forms. The synchronization errors show that the two spherical chaotic systems synchronize in a very short time after which the error signals become zero. The second major contribution is the FPGA realization of a spherical chaotic attractor-based secure communication system, which involves encrypting both grayscale and RGB images with chaos and diffusion key at the transmitting system, sending the encrypted image via the state variables, and reconstructing the encrypted image at the receiving system. The Intel Stratix III and Xilinx Artix-7 AC701 results are the same as those of MATLAB. The statistical analyses of the encrypted and received images show that the implemented system is very effective, as it reveals high degree of randomness in the encrypted images with the entropy test, and the obtained correlation coefficient, which is zero, removes relativity between the original and encrypted images. Finally, the transmission system fully recovers the original grayscale and RGB images without loss of information.
机译:本文考虑了一种能够产生球形吸引子的三维非线性动力系统。主要活动是在英特尔和赛灵思FPGA板上实现球形混沌吸引子,重点是实现安全通信系统。第一个主要贡献是在VHDL程序中,使用哈密顿形式在主从拓扑中成功同步了两个混沌球形系统。同步误差表明,两个球形混沌系统在很短的时间内同步,之后误差信号变为零。第二个主要贡献是FPGA实现了基于球形混沌吸引子的安全通信系统,该系统涉及在发射系统使用混沌和扩散密钥对灰度和RGB图像进行加密,通过状态变量发送加密图像,并在接收系统重建加密图像。Intel Stratix III 和 Xilinx Artix-7 AC701 的结果与 MATLAB 的结果相同。对加密图像和接收图像的统计分析表明,所实现的系统非常有效,因为它通过熵检验揭示了加密图像的高度随机性,并且得到的相关系数为零,消除了原始图像和加密图像之间的相对性。最后,传输系统完全恢复原始灰度和RGB图像,而不会丢失信息。

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