在5G通信系统中为MIMO系统提供基于负载的资源共享框架的增强性能分析
J Logeshwaran1, Shobhit K Patel2, Om Prakash Kumar3
1Department of Computer Science, Christ University, Bengaluru, Karnataka, 560029, India.
Scientific reports
|July 2, 2025
概括
本研究介绍了多细胞MIMO 5G网络的基于负载的资源共享框架. 它动态地分配资源,以减少交通拥堵并提高整体网络性能.
科学领域:
- 无线通信网络是无线通信网络.
- 5G技术是5G技术的一种方式.
- 多输入多输出 (MIMO) 系统
背景情况:
- 资源共享对于在无线网络中管理交通拥堵至关重要.
- 多输入多输出 (MIMO) 在5G的进步需要在细胞之间有效地分配资源.
- 优化网络覆盖,容量和服务质量是一个关键的挑战.
研究的目的:
- 为多细胞MIMO系统提供基于负载的新型资源共享框架.
- 根据道加载数据动态分配网络资源.
- 为了有效地解决5G网络中的交通过载问题.
主要方法:
- 基于负载的资源共享 (LBRS) 框架的开发.
- 使用来自本地基站的通道加载数据.
- 在相邻的基站之间动态分配资源.
主要成果:
- 在LBRS框架中实现了高性能指标:delta-P (90.91%-92.10%),流行率值 (89.84%-92.18%),CSI (91.01%-91.65%) 和MCC (88.31%-91.27%).
- 证明了有效的动态资源共享能力.
- 显著提高了整体网络性能.
结论:
- 拟议的基于负载的资源共享框架有效地提高了多细胞MIMO 5G网络中的动态资源分配.
- 该框架成功地缓解了交通拥堵,并优化了网络性能.
- 这种方法为管理无线网络资源提供了具有成本效益的解决方案.
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