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Energy-Efficient Switching ON/OFF Strategies Analysis for Dense Cellular Networks With Partial Conventional Base-Stations

机译:偏常规基站密集蜂窝网络的节能开关开/关策略分析

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Focusing on the energy efficiency (EE) improving problem in a densely deployed cellular network with partial conventional base stations (BSs) that cannot be frequently switched on/off, this paper jointly optimizes the switching on/off strategy and user association policy with the consideration of quality-of-service (QoS). By applying a modified switching cost model, we formulate the EE improving problem as an energy efficiency maximization problem (EEMP). To solve the EEMP efficiently, we first concentrate on the EEMP with a constant user distribution where switching cost is omitted temporarily, i.e., static- EEMP, and then the EEMP can be settled by using the results of the static-EEMP. After analyzing the hardness of solving the static-EEMP directly, several sub-optimal strategies are proposed for the static-EEMP to optimize the BSs working states and user association policy. With the results obtained from solving the static-EEMP, we propose a QoS First Maximum EE (QFMEE) scheme to solve the EEMP in two steps. In the first step, necessary BSs are switched on when the user distribution changes to ensure user QoS. In the second step, we judge the extra cost and the energy saving caused by the switching off operations to improve the network EE. Simulation results verify the effectiveness of our proposed strategies for static-EEMP and show that QFMEE can improve the network EE and reduce switching cost significantly when the switching cost occupies a considerable proportion in the total energy consumption.
机译:专注于能量效率(EE)在具有部分传统基站(BSS)的密集部署的蜂窝网络中提高了不经常接通/关闭的常规基站(BSS)的问题,本文共同优化了对考虑的开关开/关策略和用户关联政策服务质量(QoS)。通过应用修改改造的交换成本模型,我们将EE提高问题作为能效最大化问题(EEMP)。为了有效地解决EEMP,我们首先通过恒定的用户分布集中在EEMP上,其中暂停切换成本,即静态-EMP,然后通过使用静态EEMP的结果来解决EEMP。在直接分析静态-EEMP的硬度之后,提出了静态EEMP的几种次优策略,以优化BSS工作状态和用户协会策略。随着求解静态EEMP的结果,我们提出了一种QoS第一个最大EE(QFMEE)方案,以分两步解决EEMP。在第一步中,当用户分布改变以确保用户QoS时,将打开必要的BSS。在第二步中,我们判断额外的成本和开关操作所引起的节能,以改善网络EE。仿真结果验证了我们提出的静态EEMP策略的有效性,并表明,当切换成本占据总能耗中相当大的比例时,QFMEE可以改善网络EE并降低切换成本。

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