Energy savings for cellular network with evaluation of impact on data traffic performance

K. Dufková, M. Bjelica, B. Moon, L. Kencl, J. Le Boudec
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引用次数: 103

Abstract

We present a concrete methodology for saving energy in future and contemporary cellular networks. It is based on re-arranging the user-cell association so as to allow shutting down under-utilized parts of the network. We consider a hypothetical static case where we have complete knowledge of stationary user locations and thus the results represent an upper bound of potential energy savings. We formulate the problem as a binary integer programming problem, thus it is NP-hard, and we present a heuristic approximation method. We simulate the methodology on an example real cellular network topology with traffic-and user distribution generated according to recently measured patterns. Further, we evaluate the energy savings, using realistic energy profiles, and the impact on the user-perceived network performance, represented by delay and throughput, at various times of day. The general findings conclude that up to 50% energy may be saved in less busy periods, while the performance effects remain limited. We conclude that practical, real-time user-cell re-allocation methodology, taking into account user mobility predictions, may thus be feasible and bring significant energy savings at acceptable performance impact.
蜂窝网络的节能及其对数据传输性能影响的评估
我们提出了在未来和当代蜂窝网络中节约能源的具体方法。它基于重新安排用户单元关联,以便允许关闭网络中未充分利用的部分。我们考虑一个假设的静态情况,其中我们完全了解固定用户的位置,因此结果代表了潜在节能的上限。我们将该问题表述为二进制整数规划问题,因此它是np困难的,并且我们提出了一种启发式逼近方法。我们在一个实际蜂窝网络拓扑上模拟了该方法,该拓扑具有根据最近测量的模式生成的流量和用户分布。此外,我们使用实际的能源概况来评估节能,以及在一天的不同时间对用户感知的网络性能(由延迟和吞吐量表示)的影响。总的结论是,在不太繁忙的时期,最多可以节省50%的能源,而对性能的影响仍然有限。我们得出的结论是,考虑到用户移动性预测,实用的实时用户单元重新分配方法可能是可行的,并在可接受的性能影响下带来显著的能源节约。
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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