Traffic-Aware Cost-Optimized Fronthaul Planning for Ultra-Dense Networks

IF 5.5 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Anas S. Mohammed;Hussein A. Ammar;Krishnendu S. Tharakan;Hesham ElSawy;Hossam S. Hassanein
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引用次数: 0

Abstract

The cost and limited capacity of fronthaul links pose significant challenges for the deployment of ultra-dense networks (UDNs), specifically for cell-free massive MIMO systems. Hence, cost-effective planning of reliable fronthaul networks is crucial for the future deployment of UDNs. We propose an optimization framework for traffic-aware hybrid fronthaul network planning, aimed at minimizing total costs through a mixed-integer linear program (MILP) that considers fiber optics and mmWave, along with optimizing key performance metrics. The results demonstrate superiority of the proposed approach, highlighting the cost-effectiveness and performance advantages when compared to different deployment schemes. Moreover, our results also reveal different trends that are critical for Service Providers (SPs) during the fronthaul planning phase of future-proof networks that can adapt to evolving traffic demands.
超密集网络流量感知成本优化前传规划
前传链路的成本和有限的容量给超密集网络(udn)的部署带来了重大挑战,特别是对于无蜂窝的大规模MIMO系统。因此,对可靠的前传网络进行经济高效的规划对于udn的未来部署至关重要。我们提出了一个用于流量感知混合前传网络规划的优化框架,旨在通过考虑光纤和毫米波的混合整数线性规划(MILP)最小化总成本,并优化关键性能指标。结果证明了该方法的优越性,与不同的部署方案相比,突出了成本效益和性能优势。此外,我们的研究结果还揭示了不同的趋势,这些趋势对于服务提供商(sp)在面向未来的网络前传规划阶段至关重要,这些网络可以适应不断变化的流量需求。
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来源期刊
IEEE Wireless Communications Letters
IEEE Wireless Communications Letters Engineering-Electrical and Electronic Engineering
CiteScore
12.30
自引率
6.30%
发文量
481
期刊介绍: IEEE Wireless Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of wireless communications. Both theoretical contributions (including new techniques, concepts, and analyses) and practical contributions (including system experiments and prototypes, and new applications) are encouraged. This journal focuses on the physical layer and the link layer of wireless communication systems.
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