基于新框架、4D记忆混沌振荡器和分遣灰色码扰器的安全远程医疗硬件设计

IF 2 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Fritz Nguemo Kemdoum, Serge Raoul Dzonde Naoussi, Gideon Pagnol Ayemtsa Kuete, Justin Roger Mboupda Pone
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引用次数: 0

摘要

本研究在MATLAB/Simulink fpga环内框架中引入了一种基于fpga的节能图像加密机制,该机制利用4D记忆混沌振荡器和调度灰色码扰器(DGCS)。该系统为安全远程医疗量身定制,通过结构化像素置乱和混沌驱动密钥生成来改善混淆和扩散。总体熵值为7.9973,局部熵值为7.9040,相关系数接近于零,NPCR值为99.6170%,UACI值为33.3172%。在1%椒盐噪声下,系统的PSNR为29.72 dB,在方差为0.001的高斯噪声下,系统的PSNR为19.76 dB,对脉冲和分布畸变都表现出相当大的弹性。这种抗高斯噪声的鲁棒性在远程医疗中尤为重要,在远程医疗中,图像完整性在传输挑战中至关重要。keystream成功通过NIST SP 800-22和TestU01统计评估。该系统采用Artix-7 FPGA设计,功耗为105 mW,利用11.38%的lut、6.25%的dsp和10.48%的I/ o,实现7.24 MHz的性能频率。这些发现强调了它在资源有限的医疗环境中用于嵌入式、低延迟和抗噪声图像保护的适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Hardware Design for Secure Telemedicine Using A Novel Framework, A New 4D Memristive Chaotic Oscillator, and Dispatched Gray Code Scrambler

Hardware Design for Secure Telemedicine Using A Novel Framework, A New 4D Memristive Chaotic Oscillator, and Dispatched Gray Code Scrambler

This study introduces an energy-efficient FPGA-based image encryption mechanism utilizing a 4D memristive chaotic oscillator and a Dispatched Gray Code Scrambler (DGCS) within a MATLAB/Simulink FPGA-in-the-loop framework. Tailored for secure telemedicine, the system improves confusion and diffusion via structured pixel scrambling and chaos-driven key generation. Security assessments indicate substantial robustness, with global entropy of 7.9973, local entropy of 7.9040, near-zero correlation coefficients, NPCR of 99.6170%, and UACI of 33.3172%. The system records a PSNR of 29.72 dB under 1% salt-and-pepper noise, and 19.76 dB under Gaussian noise with variance 0.001, showcasing considerable resilience to both impulsive and distributed distortions. This robustness against Gaussian noise is particularly vital in telemedicine, where image integrity is essential amidst transmission challenges. The keystream successfully passes NIST SP 800-22 and TestU01 statistical evaluations. Designed on an Artix-7 FPGA, the system's power consumption stands at 105 mW, utilizing 11.38% of LUTs, 6.25% of DSPs, and 10.48% of I/Os, achieving a performance frequency of 7.24 MHz. These findings underscore its appropriateness for embedded, low-latency, and noise-resistant image safeguarding in resource-limited medical settings.

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来源期刊
CiteScore
5.10
自引率
0.00%
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审稿时长
19 weeks
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