Energy efficient optimization of a sleep mode strategy in heterogeneous cellular networks

M. Dolfi, S. Morosi, C. Cavdar, E. D. Re
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引用次数: 5

Abstract

As base stations (BS) are responsible for the large amount of energy consumed in cellular networks, energy efficient BS sleep mode techniques have the potential to save a significant amount of energy. However, assuming that BSs are able to alternate between sleeping and active states as frequently as possible may have a negative impact on network reliability, shortening BS lifetime. In this paper we propose a multiobjective optimization framework aimed at minimizing the power consumption and number of BS sleep mode switchings in heterogeneous cellular networks (HetNet), by jointly considering Quality of Service (QoS) requirements. We focus on the HetNet scenario in which macro and micro cells coexist. The Mixed Integer Quadratic Programming (MIQP) optimization technique is used to minimize the power consumption together with the number of BS sleep mode operations of both macro and micro cells. The trade-off between power consumption, sleep mode switchings and performance of the network is shown for different energy saving solutions. Results show that the proposed optimization can guarantee QoS target throughput for users and significant reduction of 50% for macro and 73% for micro BS respectively daily number of switchings, while still achieving 8% savings in terms of daily energy consumption.
异构蜂窝网络中睡眠模式策略的能效优化
由于基站(BS)在蜂窝网络中消耗了大量的能量,因此节能的BS睡眠模式技术有可能节省大量的能量。但是,假设BS能够尽可能频繁地在睡眠和活动状态之间交替,可能会对网络可靠性产生负面影响,缩短BS的生命周期。在本文中,我们提出了一个多目标优化框架,旨在通过联合考虑服务质量(QoS)要求,最大限度地减少异构蜂窝网络(HetNet)中BS睡眠模式切换的功耗和数量。我们关注的是宏、微单元共存的HetNet场景。采用混合整数二次规划(MIQP)优化技术,最大限度地减少宏、微单元的功耗和BS睡眠模式操作次数。对于不同的节能解决方案,显示了功耗、睡眠模式切换和网络性能之间的权衡。结果表明,所提出的优化方案能够保证用户的QoS目标吞吐量,宏BS和微BS的日交换次数分别显著减少50%和73%,同时仍能实现8%的日能耗节约。
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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