Mesh Node placement in Wireless mesh network based on multiobjective evolutionary metaheuristic

O. Bello, D. T. Kolyang
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引用次数: 8

Abstract

The necessity to deploy wireless mesh network is determined by the real world application requirements. WMN does not fit some application well due to latency issues and capacity related problem with paths having more than 2 hops. With the promising IEEE 802.11ac based device a better fairness for multi-hop communications are expected to support broadband application; the rate usually varies according to the link quality and network environment. Careful network planning can effectively improves the throughput and delay of the overall network. We provide model for the placement of router nodes as an optimization process to improve performance. Our aim is to propose a WMNs planning model based on multiobjective constraints like coverage, reliability, and cost of deployment. The bit rate guarantee therefore necessary to limit the number of stations connected to the access point; to takes into account delay and fairness of the network the user's behaviors are derived. We use a multiobjective evolutionary algorithm based metaheuristic to evaluate the performance of our proposed placement algorithm.
基于多目标进化元启发式的无线网状网络网格节点布局
部署无线网状网络的必要性是由实际应用需求决定的。由于延迟问题和路径超过2跳的容量相关问题,WMN不适合某些应用程序。基于IEEE 802.11ac的设备有望为宽带应用提供更好的多跳通信公平性;速率根据链路质量和网络环境的不同而不同。周密的网络规划可以有效地提高整个网络的吞吐量和时延。我们提供了路由器节点放置的模型作为优化过程,以提高性能。我们的目标是提出一个基于多目标约束(如覆盖、可靠性和部署成本)的WMNs规划模型。因此,比特率保证是限制连接到接入点的站点数量所必需的;为了考虑网络的延迟性和公平性,导出了用户行为。我们使用基于多目标进化算法的元启发式来评估我们提出的放置算法的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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