Multi-criteria decision for small cell switch off in ultra-dense LTE networks

A. Dudnikova, P. Dini, L. Giupponi, D. Panno
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引用次数: 10

Abstract

The concept of a densely deployed heterogeneous network is one of the main approaches of modern wireless networking research to satisfy the growth of the traffic demand. However, such trend leads to a significant network energy consumption increment. One of the effective techniques to save energy is to switch off some underutilized cells during off peak hours. In this line, the focus of this paper is to decide the number of base stations to switch off in order to maximize the energy saving, while maintaining coverage, capacity and Quality of Service. We use a combination of Grey Relational Analysis and Analytic Hierarchy Process tools to trigger the switch off actions, jointly considering multiple decision inputs for each cell. The co-tier interference, typical of small cell networks, is also considered in the decision making by introducing a graph - based technique for dynamic resource allocation.
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超密集LTE网络中小基站关闭的多准则决策
密集部署异构网络的概念是现代无线网络研究的主要途径之一,以满足日益增长的业务需求。然而,这种趋势导致了网络能耗的显著增加。在非用电高峰期关闭一些未充分利用的电池是一种有效的节能技术。在这条线路中,本文的重点是决定要关闭的基站数量,以最大限度地节省能源,同时保持覆盖,容量和服务质量。我们使用灰色关联分析和层次分析法工具的组合来触发关闭动作,共同考虑每个单元的多个决策输入。通过引入基于图的动态资源分配技术,在决策中还考虑了小蜂窝网络中典型的协层干扰。
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