在随机干扰下5G毫米波通信的资源配置.
Lina Yuan1, Huajun Chen2,3, Qinghuan Huang4
1School of Data Science, Tongren University, Tongren, 554300, China. dsjyln@gztrc.edu.cn.
Scientific reports
|March 18, 2025
概括
这项研究优化了使用毫米波 (mmWave) 技术为5G无线通信的资源配置. 一个最佳的功率算法提高了效率和容量,解决了高速需求.
科学领域:
- 无线通信系统无线通信系统
- 人工智能应用程序 人工智能应用程序
- 信号处理 信号处理
背景情况:
- 人工智能的快速扩张推动了对高效通信资源的需求.
- 第五代 (5G) 系统需要优化资源配置.
- 毫米波 (mmWave) 技术带来了独特的挑战和机遇.
研究的目的:
- 在毫米波系统中最大限度地提高资源配置效率.
- 满足不断变化的通信技术需求和用户需求.
- 尽量减少系统总能耗.
主要方法:
- 构建了一个毫米波系统模型.
- 研究了毫米波频道和多束模型.
- 为资源分配提出了一个最佳的功率算法.
主要成果:
- 使用MATLAB.模拟了使用MATLAB.模拟的拟议算法.
- 证明直接路径可以提高覆盖面积的容量.
- 最佳功率算法提高了资源分配效率.
结论:
- 拟议的算法有效地提高了毫米波资源分配效率.
- 直接路径的利用是提高覆盖能力的关键.
- 这项研究有助于优化5G通信系统.
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