高能效5G综合接入和基于回程开放ran的农村地区固定无线接入配置

IF 6.9 2区 计算机科学 Q1 TELECOMMUNICATIONS
Anselme Ndikumana;Kim Khoa Nguyen;Mohamed Cheriet
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引用次数: 0

摘要

固定无线接入(FWA)已经成为一种很有前途的解决方案,用于向光纤部署在经济上不可行的农村地区提供互联网接入。最近,基于5g的FWA已被证明可以使用中高频频段提供高覆盖和高容量。然而,这些频段需要更多的无线电单元来增加容量和覆盖范围。此外,基于5g的FWA需要部署边缘云来进行接近计算和托管网络功能。然而,部署更多的无线电和利用边缘云基础设施可能会增加网络的能源消耗。因此,这种基于5g的FWA应该由可再生能源设计和驱动,以实现农村地区的可持续和成本效益。为了应对这些挑战,我们提出了节能的基于5G综合接入和回程开放无线接入网的FWA (5G IAB和基于开放RAN的FWA),服务于农村地区,其中Open RAN支持基于5G的FWA元素的互操作性。我们设计了一个能源模型,利用电网和可再生能源为IAB和基于Open ran的FWA服务。我们将通信模型与能量模型结合起来。然后,我们制定了一个联合优化问题,以最小化能源消耗,最大化通信效用。我们提出了凹规划和规范凸规划作为解决方案。结果表明,我们的方法可以通过利用可再生能源来增加网络和能源效用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Energy-Efficient 5G Integrated Access and Backhaul Open RAN-Based Fixed Wireless Access Provisioning in Rural Areas
Fixed Wireless Access (FWA) has emerged as a promising solution for providing Internet access to rural areas where fiber deployment is not economically feasible. Recently, 5G-based FWA has been demonstrated to offer high coverage and capacity using mid and high-frequency bands. However, these bands require more radio units to increase capacity and coverage. Additionally, 5G-based FWA necessitates the deployment of edge clouds for proximity computation and hosting network functions. However, deploying more radios and leveraging edge cloud infrastructure can increase the network’s energy consumption. Therefore, such 5G-based FWA should be designed and powered by renewable energy to be sustainable and cost-efficient in rural areas. To address these challenges, we propose energy-efficient 5G Integrated Access and Backhaul Open Radio Access Network-based FWA (5G IAB and Open RAN-based FWA) serving rural areas, where Open RAN supports the interoperability of 5G-based FWA elements. We design an energy model that leverages the power grid and renewable energy to serve IAB and Open RAN-based FWA. We join the communication model with the energy model. Then, we formulate a joint optimization problem to minimize energy consumption while maximizing communication utility. We propose concave programming and disciplined convex programming as solutions. The results show that our approach can increase network and energy utility by leveraging renewable energy.
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来源期刊
IEEE Transactions on Green Communications and Networking
IEEE Transactions on Green Communications and Networking Computer Science-Computer Networks and Communications
CiteScore
9.30
自引率
6.20%
发文量
181
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