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SDN-based channel assignment algorithm for interference management in dense Wi-Fi networks

机译:密集Wi-Fi网络中基于SDN的干扰管理信道分配算法

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摘要

The popularity of Wi-Fi-enabled devices alongside the growing demand for non-licensed spectrum, has made the Wi-Fi networks exceedingly congested. This endangers the efficiency of Wi-Fi and negatively affect the users' experience. The problem is especially pressing in dense areas (e.g. shopping centers) where Wi-Fi channel assignment is more likely to be uncoordinated and the working environment of Wi-Fi Access Points (APs) has become increasingly time-variant. As a result, the availability of Software-Defined Networking (SDN) and network virtualization technologies has motivated the use of centralized resource management as a solution. This paper provides an algorithm for channel assignment functionality in the context of SDN-based centralized resource management, which captures the live status of a Wi-Fi network and is capable of optimising the Radio Frequency (RF) channel assignment process. The APs' network arrangement, the current assignment of the channels and the characteristics of the RF channels in IEEE 802.11 have all been taken into account in the proposed model. The performance of the proposed model in terms of the level of the interference, the spectral efficiency at each AP and the Signal to Interference plus Noise Ratio (SINR) at the user-side is evaluated through simulation and compared against state of the art solutions.
机译:具有Wi-Fi功能的设备的普及以及对非授权频谱的需求不断增长,使Wi-Fi网络极为拥挤。这危及Wi-Fi的效率,并负面影响用户的体验。问题尤其是在密集区域(例如购物中心)紧迫,那里的Wi-Fi通道分配很可能不协调,并且Wi-Fi接入点(AP)的工作环境变得越来越时变。结果,软件定义网络(SDN)和网络虚拟化技术的可用性促使人们使用集中式资源管理作为解决方案。本文为基于SDN的集中式资源管理提供了一种信道分配功能的算法,该算法可以捕获Wi-Fi网络的实时状态,并且能够优化射频(RF)信道分配过程。在建议的模型中,已经考虑了AP的网络布置,信道的当前分配以及IEEE 802.11中RF信道的特性。通过仿真评估了所提出模型的性能,包括干扰水平,每个AP的频谱效率以及用户端的信号干扰加噪声比(SINR),并与最新解决方案进行了比较。

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