在密集的Wi-Fi网络中,基于Lyapunov漂移加罚款的合作Uplink调度
1Division of Computer Science and Engineering, Kongju National University, Cheonan 31080, Republic of Korea.
Sensors (Basel, Switzerland)
|April 27, 2024
概括
使用Lyapunov框架的合作上网调度可以减少对密集的Wi-Fi网络的干扰. 这种方法通过协调多个接入点 (AP) 来提高网络性能和稳定性,而不会显著增加合作延迟.
科学领域:
- 计算机科学 计算机科学
- 电气工程 电气工程
- 网络工程 网络工程
背景情况:
- 高密度Wi-Fi网络面临来自个人接入点 (AP) 调度的严重上行干扰.
- 拥挤地区需要协调策略来管理并发传输和减轻干扰.
研究的目的:
- 为密集的Wi-Fi网络提出一个合作的上网调度方法,使用Lyapunov漂移加罚款框架.
- 通过减轻干扰和管理队列稳定性来提高网络性能和稳定性.
主要方法:
- 协作式调度器汇总信号与干扰加噪声比 (SINR) 和队列状态信息.
- 传播延迟的估计并纳入编程决策.
- 使用Lyapunov漂移加罚款框架来最大限度地降低漂移加罚款值的上限.
主要成果:
- 拟议的方法有效地提高了高度拥堵地区的网络性能.
- 网络稳定性得到改善,但合作延迟没有显著增加.
- 通过使用适当的模型参数进行全面评估来证明性能增长.
结论:
- 基于Lyapunov的合作上网链路调度对于密集的Wi-Fi环境是有效的.
- 该方法平衡了绩效提升与可管理的合作延迟.
- 该方法为高密度无线网络中的干扰管理提供了强大的解决方案.
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