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Energy Efficiency of Downlink Networks with Caching at Base Stations

机译:基站缓存的下行网络能效

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摘要

Caching popular contents at base stations (BSs) can reduce the backhaul costand improve the network throughput. Yet whether locally caching at the BSs canimprove the energy efficiency (EE), a major goal for 5th generation cellularnetworks, remains unclear. Due to the entangled impact of various factors on EEsuch as interference level, backhaul capacity, BS density, power consumptionparameters, BS sleeping, content popularity and cache capacity, anotherimportant question is what are the key factors that contribute more to the EEgain from caching. In this paper, we attempt to explore the potential of EE ofthe cache-enabled wireless access networks and identify the key factors. Byderiving closed-form expression of the approximated EE, we provide thecondition when the EE can benefit from caching, find the optimal cache capacitythat maximizes the network EE, and analyze the maximal EE gain brought bycaching. We show that caching at the BSs can improve the network EE when powerefficient cache hardware is used. When local caching has EE gain over notcaching, caching more contents at the BSs may not provide higher EE. Numericaland simulation results show that the caching EE gain is large when the backhaulcapacity is stringent, interference level is low, content popularity is skewed,and when caching at pico BSs instead of macro BSs.
机译:在基站(BS)缓存流行的内容可以减少回程成本并提高网络吞吐量。尚不清楚在BS上进行本地缓存是否可以提高能源效率(EE),这是第五代蜂窝网络的主要目标。由于各种因素对EE的纠缠影响,例如干扰水平,回程容量,BS密度,功耗参数,BS休眠,内容受欢迎程度和缓存容量,另一个重要的问题是,从缓存中对EE的贡献更大的关键因素是什么?在本文中,我们尝试探索启用了缓存的无线访问网络的EE潜力,并确定关键因素。通过推导近似的EE的闭式表达式,我们提供了EE可以从缓存中受益的条件,找到使网络EE最大化的最佳缓存容量,并分析了由缓存带来的最大EE增益。我们表明,使用高效的缓存硬件时,在BS处进行缓存可以改善网络EE。当本地缓存比未缓存具有EE增益时,在BS缓存更多内容可能不会提供更高的EE。数值和仿真结果表明,当回传能力严格,干扰水平低,内容普及度偏高以及在微微BS而不是宏BS进行缓存时,缓存EE增益较大。

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    Liu, Dong; Yang, Chenyang;

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  • 年度 2016
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