下链扩大损失功能的模块用于5G空中到地面通信网络
Ammar Armghan1, Sultan S Aldkeelalah1, Monia Hamdi2
1Department of Electrical Engineering. College of Engineering, Jouf University, Sakaka, Saudi Arabia.
PloS one
|September 17, 2025
概括
本研究介绍了一个模块来增强5G空地网络,通过动态调整放大率和采样率来提高信号可靠性,以减轻路径损失和多普勒效应.
科学领域:
- 无线通信无线通信
- 5G网络的5G网络的5G网络
- 信号处理 信号处理
背景情况:
- 空地通信面临的挑战包括路径丢失和多普勒效应.
- 第五代 (5G) 网络需要在动态场景中强大的信号可靠性.
研究的目的:
- 为了提高5G空地网络的信号可靠性.
- 在动态通信中补偿路径损失和多普勒效应.
主要方法:
- 将空对地概念与5G网络集成.
- 下链扩大损失函数模块 (DALFM) 的开发.
- 使用循环学习架构来优化信号增益.
主要成果:
- DALFM将传输收益提高了8.12%.
- DALFM提高了10.67%的样本率.
- DALFM可以减少9.57%的路径损失.
结论:
- DALFM有效地提高了5G空地网络中的信号可靠性.
- 该模块提供了一个更稳固,更灵活的无线通信解决方案.
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