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Optimal design of wireless networks for broadband access with minimum power consumption

机译:以最小的功耗实现宽带接入的无线网络的优化设计

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The continuous rise in wireless data traffic brings forth an increase in power consumption and static users constitute a large fraction of these traffic demands. This work focuses on designing cellular networks to deliver a given data rate per area and user, while minimizing the power consumption. In particular we are interested in optimizing the transmission power, density of access points (APs), number of AP antennas and number of users served in each cell. To this end, we consider a network model based on stochastic geometry and a detailed power consumption model to derive closed form expressions and obtain insights on the interplay of the aforementioned design parameters. The results show that, in contrast with previous works on optimal network design for energy efficiency, having exceedingly high AP density does not bring the most benefits in terms of power savings. Instead the AP density should be chosen according to the area data rate that we want to deliver. In addition numerical results show that the minimum power consumption is obtained in the Massive MIMO regime with many antennas and users per AP.
机译:无线数据流量的持续增长带来了功耗的增加,并且静态用户构成了这些流量需求的很大一部分。这项工作的重点是设计蜂窝网络,以在每个区域和每个用户提供给定的数据速率的同时,将功耗降至最低。特别是,我们对优化传输功率,接入点(AP)的密度,AP天线的数量以及每个小区中服务的用户数量感兴趣。为此,我们考虑了基于随机几何形状的网络模型和详细的功耗模型,以得出闭合形式的表达式并获得对上述设计参数相互影响的见解。结果表明,与以往针对优化网络设计以提高能效的工作相比,具有极高的AP密度并不能带来最大的节能效果。取而代之的是,应根据我们要提供的区域数据速率来选择AP密度。另外,数值结果表明,在每个AP具有许多天线和用户的大规模MIMO方案中,获得了最低功耗。

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