下一代UOWC使用IRSM-OCDMA和基于PSO的图像增强实现高速和安全的RGB图像传输
Somia A Abd El-Mottaleb1, Ahmad Atieh2, Moustafa H Aly3,4
1Department of Mechatronics Engineering, Alexandria Higher Institute of Engineering and Technology, Alexandria, Egypt.
Scientific reports
|December 18, 2025
概括
本研究介绍了一种安全的光学代码分割多重访问 (OCDMA) 系统,使用身份行移矩阵 (IRSM) 代码进行高容量的水下图像传输. 该框架在各种水类实现了强大的性能,增强了水下物联网的安全通信.
科学领域:
- 光学无线通信的无线通信
- 水下网络 水下网络
- 信息理论 信息理论
背景情况:
- 水下光学无线通信 (UOWC) 系统由于散射,衰减和流而遭受信号退化.
- 现有的UOWC系统在安全数据传输和范围方面存在局限性.
研究的目的:
- 为UOWC提出一个安全和高容量的RGB图像传输框架.
- 为了增强数据的保密性,并支持使用光学代码分割多重访问 (OCDMA) 与身份列转移矩阵 (IRSM) 代码的多用户传输.
主要方法:
- 实施了IRSM-OCDMA方案,用于安全的,同时的多用户传输.
- 评估了五种不同类型的水的系统性能,具有不同的衰减系数.
- 利用中位过和粒子群集优化来进行自适应式图像后处理和恢复.
主要成果:
- 实现了高达30 Gbps的总数据速率.
- 在纯海水中证明的最大传输距离为27米,在杂的Harbour II水中为4米.
- 使用RMSE,SNR,PSNR,SSIM和相关系数量评估图像质量.
结论:
- 拟议的IRSM-OCDMA框架为安全,高质量的水下图像传输提供了强大的解决方案.
- 适应后处理在具有挑战性的水下条件下显著改善图像恢复.
- 该系统适用于诸如水下物联网之类的应用.
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