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Radio Access Network Energy Minimization in Multi-Layer Heterogeneous Wireless Systems

机译:多层异构无线系统中的无线电接入网络能量最小化

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The energy consumption reduction in cellular systems is important from both economic and environmental perspectives. Nearly 80% of the energy in cellular systems is consumed by the Radio Access Network (RAN). In recent years, much research has been done to reduce the energy consumption in the RAN. However, existing models fail to capture the spatio-temporal variability of traffic demands, bit rate and power requirements, as well as the peculiarities in the energy consumption from different hardware components in a base station (BS). In this paper, a new RAN energy consumption model for multi-layer infrastructure-based heterogeneous wireless systems (IbHWS) is proposed. It captures all the aforementioned factors and accurately addresses the characteristics of IbHWS, where cellular systems are a particular case. A low-complexity algorithm is proposed to minimize the RAN's energy consumption, and to satisfy all traffic demands in space and time. Based on extensive simulation results across a wide range of scenarios, the energy savings from this algorithm were on average 26%.
机译:蜂窝系统的能量消耗从经济和环境视角都很重要。无线电接入网络(RAN)消耗近80%的蜂窝系统能量。近年来,已经进行了许多研究以减少跑车的能源消耗。然而,现有模型未能捕获业务需求,比特率和功率要求的时空可变性,以及基站(BS)中不同硬件组件的能量消耗中的特性。本文提出了一种新的基于多层基础设施的异构无线系统(IBHW)的新的RAN能量消耗模型。它捕获了所有上述因素,准确地解决了IBHW的特征,其中蜂窝系统是特定情况。提出了一种低复杂性算法,以最大限度地减少RAN的能量消耗,并满足空间和时间的所有流量需求。基于广泛的仿真结果,横跨各种场景,该算法的节能平均为26%。

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