在6G网络中避免拥堵,使用V梯度地球广播路由协议
Arundhati Sahoo1, Asis Kumar Tripathy2
1School of Computer Science Engineering and Information Systems, Vellore Institute of Technology, Vellore, India.
Scientific reports
|January 2, 2025
概括
可靠的Wi-Fi 6非常重要,但天气会影响性能. 本研究介绍了V梯度地球广播路由协议,以优化6G网络,增强避免拥堵,确保可靠的互联网连接,即使在恶劣的天气.
科学领域:
- 计算机科学 计算机科学
- 网络工程 网络工程
- 电信 电信服务 电信服务 电信服务
背景情况:
- 可靠的互联网对于现代生活,商业和通信至关重要.
- Wi-Fi 6路由器易受天气等环境因素的影响,影响网络性能.
- 在恶劣天气期间增加的互联网需求加剧了网络拥堵并降低了速度.
研究的目的:
- 在不利的天气条件下提高网络性能和可靠性.
- 为了优先处理流量,降低延迟,并减少6G网络中的融合时间.
- 为无线网络开发一个有效的避免拥堵的模型.
主要方法:
- 实现微批量梯度下降优化算法用于网络优化.
- 使用V梯度地理广播路由协议进行高效的数据路由.
- 为6G网络量身定制的增强型避免拥堵模型的开发.
主要成果:
- 拟议的模型在避免拥堵方面实现了98.85%的高精度.
- 在模拟恶劣天气条件下证明了网络性能的提高.
- 成功对流量进行了优先排序,并减少了延迟和收时间.
结论:
- V梯度地球广播路由协议在恶劣天气期间显著提高了6G网络性能.
- 开发的避免拥堵模型为保持互联网稳定提供了强大的解决方案.
- 这项研究有助于构建更具弹性和可靠的无线通信系统.
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