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

Mirghiasaldin Seyedebrahimi, F. Bouhafs, A. Raschellà, M. Mackay, Q. Shi
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引用次数: 32

Abstract

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.
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基于sdn的密集Wi-Fi网络干扰管理信道分配算法
支持Wi-Fi的设备的普及以及对非授权频谱的需求不断增长,使得Wi-Fi网络非常拥挤。这会危及Wi-Fi的效率,并对用户的体验产生负面影响。在人口密集的地区(如购物中心),Wi-Fi信道分配更有可能不协调,Wi-Fi接入点(ap)的工作环境变得越来越时变,这一问题尤为紧迫。因此,软件定义网络(SDN)和网络虚拟化技术的可用性推动了集中式资源管理作为解决方案的使用。本文提供了一种在基于sdn的集中资源管理环境下的信道分配功能算法,该算法捕获Wi-Fi网络的实时状态,并能够优化射频(RF)信道分配过程。该模型考虑了ap的网络布局、当前信道的分配以及IEEE 802.11中射频信道的特性。在干扰水平、每个AP的频谱效率和用户端的信噪比(SINR)方面,所提出的模型的性能通过仿真进行评估,并与最先进的解决方案进行比较。
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