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Efficient Transmission of an Encrypted Image Through a MIMO–OFDM System with Different Encryption Schemes

机译:通过具有不同加密方案的MIMO-OFDM系统高效传输加密图像

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摘要

In today’s world, broadband multimedia services are growing at a rapid pace. It is very much essential to secure data in financial, defense, health care, government, and marketing services. To ensure the data from eavesdroppers, the physical layer security (channel coding, modulation schemes, and diversity techniques, etc.) is one of the best solutions. The security attributes at this level reduce maintenance, operational cost, and complexity without affecting the quality of service. Physical layer security with cryptographic techniques makes it well suited for transferring multimedia data through unsecure or potentially risky communication (wired and wireless) path. To provide security attributes to an image/data, one needs to protect the transmitted data from unauthorized access. Several encryption algorithms have been proposed to ensure confidentiality and security for multimedia data over an insecure wireless channel. Cryptography techniques do not involve any system complexity but add a little computation complexity. Use of advanced processors mitigates the computational burden. In this paper, efficient transmission of an encrypted image through a multiple-input multiple-output orthogonal frequency division multiplexing (MIMO–OFDM) system over an additive white Gaussian noise channel with different encryption schemes is presented. The advanced encryption standard (AES), data encryption standard (DES), and Rubik’s Cube encryption algorithms are incorporated to improve security aspects. The comparison aims to select the most appropriate wireless communication systems (2 × 2 MIMO–OFDM and 4 × 4 MIMO–OFDM), and the most suitable image encryption algorithm for efficient transmission of the encrypted image. The quality of the received image is evaluated using the peak signal-to-noise ratio between the original and decrypted image at different signal-to-noise (SNR) ratio. Performance estimates of the cryptosystems are also provided by computing the bit-error-rate at different SNR. The Performance estimates of encryption algorithms (irrespective of the MIMO–OFDM system) are also included, which consists of various performance metrics. The metrics are histogram, entropy, correlation coefficient, number of changing pixel rate, and unified averaged changed intensity. From the MATLAB simulation experiments, it is observed that the performance of 4 × 4 Crypto-MIMO–OFDM system configurations outperformed 2 × 2 Crypto-MIMO– OFDM system configurations. The performance of the Crypto-MIMO–OFDM system is compared with the original MIMO–OFDM system performance without encryption algorithm. For all variants of Crypto-MIMO–OFDM systems, the use of Rubik’s Cube encryption algorithm shows significant improvement over DES and AES.
机译:在今天的世界中,宽带多媒体服务正在快速增长。确保金融,防御,医疗保健,政府和营销服务数据非常重要。为了确保来自窃听者的数据,物理层安全性(信道编码,调制方案和分集技术等)是最佳解决方案之一。此级别的安全属性可降低维护,运营成本和复杂性,而不会影响服务质量。具有加密技术的物理层安全性使其通过不安全或潜在的风险通信(有线和无线)路径来传输多媒体数据。为了向图像/数据提供安全属性,需要保护传输的数据免受未授权的访问。已经提出了几种加密算法,以确保不安全无线信道上的多媒体数据的机密性和安全性。加密技术不涉及任何系统复杂性,而是添加一些计算复杂性。使用先进的处理器减轻了计算负担。在本文中,呈现通过在具有不同加密方案的添加性白色高斯噪声信道上通过多输入多输出正交频分复用(MIMO-OFDM)系统的加密图像的高效传输。并入高级加密标准(AES),数据加密标准(DES)和Rubik的多维数据集加密算法以改善安全方面。比较旨在选择最合适的无线通信系统(2×2 MIMO-OFDM和4×4MIMO-OFDM),以及用于高效传输加密图像的最合适的图像加密算法。使用原始和解密图像之间的峰值信噪比以不同的信噪比(SNR)比率来评估接收图像的质量。还通过计算不同SNR的误码率来提供密码系统的性能估计。还包括加密算法的性能估计(无论MIMO-OFDM系统),哪个包括各种性能指标。度量是直方图,熵,相关系数,改变像素率的数量,并且统一的平均改变强度。从MATLAB仿真实验中,观察到4×4加密 - MIMO-OFDM系统配置的性能优于2×2加密 - MIMO-OFDM系统配置。将Crypto-MIMO-OFDM系统的性能与未加密算法的原始MIMO-OFDM系统性能进行比较。对于密码-MIMO-OFDM系统的所有变体,使用Rubik的立方体加密算法对DES和AES显示出显着的改进。

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