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用于正交频分复用无源光网络(OFDM-PON)数据传输的压缩感知混沌加密算法

Compressive sensing chaotic encryption algorithms for OFDM-PON data transmission.

作者信息

Wu Tingwei, Zhang Chongfu, Chen Yuhang, Cui Mengwei, Huang Huan, Zhang Zhi, Wen Heping, Zhao Xiong, Qiu Kun

出版信息

Opt Express. 2021 Feb 1;29(3):3669-3684. doi: 10.1364/OE.416154.

Abstract

In this paper, we propose chaotic compressive sensing (CS) encryption algorithms for orthogonal frequency division multiplexing passive optical network (OFDM-PON), aiming at compressing the transmitted data and enhancing the security of data transmission. Bitstream transmission using CS directly is restricted due to its inability to satisfy the sparsity in neither time nor frequency domain. While the sparsity of the transmitted data can be constructed when transmitting the multimedia. A sensor can be then used to identify whether the data is multimedia. If it is, the CS technique is used, and the sensor's result is set as side information inserted into the pilot and transmitted to the terminal simultaneously. For encryption processing, a 2-dimensional logistic-sine-coupling map (2D-LSCM) is used to generate pseudo-random numbers to construct the first row of a measurement matrix to encrypt the system. Four transform formats are then applied to generate the sparsity of the transmitted data. Due to the restriction of data transmission in the physical layer, the discrete cosine transform (DCT) is chosen to conduct the CS technique. Four approximation algorithms are also proposed to optimize the performance of compressing the length of bits. We find that 'Round + Set negative to 0' shows the best performance. The combination of this chaotic CS encryption technique with the OFDM-PON systems saves the bandwidth and improves the security.

摘要

在本文中,我们针对正交频分复用无源光网络(OFDM-PON)提出了混沌压缩感知(CS)加密算法,旨在压缩传输数据并增强数据传输的安全性。直接使用CS进行比特流传输受到限制,因为它在时域和频域都无法满足稀疏性。而在传输多媒体时可以构建传输数据的稀疏性。然后可以使用一个传感器来识别数据是否为多媒体。如果是,则使用CS技术,并将传感器的结果作为边信息插入导频并同时传输到终端。对于加密处理,使用二维逻辑 - 正弦耦合映射(2D-LSCM)生成伪随机数来构建测量矩阵的第一行以加密系统。然后应用四种变换格式来生成传输数据的稀疏性。由于物理层中数据传输的限制,选择离散余弦变换(DCT)来实施CS技术。还提出了四种近似算法来优化压缩比特长度的性能。我们发现“四舍五入 + 将负数设为0”表现出最佳性能。这种混沌CS加密技术与OFDM-PON系统的结合节省了带宽并提高了安全性。

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