A spatio-temporal sleep mode approach to improve energy efficiency in small cell DenseNets

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2021-08-13 DOI:10.23919/SAIEE.2021.9513627
Edwin Mugume;Arthur Tumwesigye;Alexander Muhangi
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Abstract

Data traffic has been increasing exponentially and operators have to upgrade their networks to meet the prevailing demand. This effort entails deploying more base stations (BSs) to meet the increasing traffic. The resulting capital expenditures (CAPEX) and operational expenditures (OPEX) have limited operator revenues. In addition to the energy costs, the associated greenhouse gas emissions have raised environmental concerns. In this paper, we use system-level simulations to investigate different sleep mode mechanisms that can address both capacity and energy efficiency (EE) objectives in dense small cell networks (DenseNets). These sleep mode approaches are applied to a long-term traffic profile that is obtained from real world network traffic. We then design a mechanism that determines the required BS density in response to the variable long-term traffic profile. Our results reveal that significant energy savings are possible when sleep mode mechanisms are applied based on the prevailing traffic in both time and space domains.
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一种提高小小区DenseNet能效的时空睡眠模式方法
数据流量呈指数级增长,运营商不得不升级网络以满足普遍需求。这种努力需要部署更多的基站(BS)来满足日益增长的业务。由此产生的资本支出(CAPEX)和运营支出(OPEX)限制了运营商的收入。除了能源成本,相关的温室气体排放也引发了环境问题。在本文中,我们使用系统级模拟来研究不同的睡眠模式机制,这些机制可以解决密集型小蜂窝网络(DenseNet)中的容量和能效(EE)目标。这些睡眠模式方法被应用于从现实世界的网络流量中获得的长期流量简档。然后,我们设计了一种机制,该机制响应于可变的长期流量分布来确定所需的BS密度。我们的结果表明,当基于时间域和空间域中的主流流量应用睡眠模式机制时,可以显著节省能源。
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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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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