5G混合系统设计与节能资源分配部署

Feng Hu, Andong Chen, Hexing Yang, Hongliu Zhang
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引用次数: 0

摘要

5G通信为新型、创新和多样化的增强型移动宽带(eMBB)和大规模设备连接应用提供了一个有前景的平台,如流媒体、机器视觉和物联网(IoT)、实时和动态数据处理、密集计算。然而,5G多媒体设备的部署依赖于基站的覆盖,在广域覆盖和物理渗透方面效率低下且成本高昂。本文提出了一种由低功耗广域网和边缘处理网关组成的5G与广域Ad Hoc网络融合架构,以灵活提供不受地域限制的可扩展5G与可扩展低功耗设备互联。此外,靠近特定基站的智能边缘网关可以支持实时超高清视频流接入,通过对视频流进行压缩、智能识别和预处理,实现流量优化,缓解流量拥堵。广域Ad Hoc网络的覆盖能力效率受到多跳级联中的“漏斗效应”的限制,自适应资源分配策略将是实现高能效部署的一种很有前景的方法。为了使Ad Hoc网络的节能部署最大化,提出了一个非凸优化问题。然后,提出了一种基于拉格朗日松弛算法的部署多跳节点内部资源分配协调优化策略,解决了优化问题。经实际系统部署和实测证明,系统功能运行正常、稳定。实验仿真测试结果表明,本文提出的5G广域Ad Hoc网络能够有效弥补5G覆盖盲点的自适应流需求。与静态资源分配方案相比,本文提出的资源分配部署方案能耗降低42.31%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
5G Hybrid System Design and Energy Efficient Resource Allocation Deployment
5G communication provide a promising platform for new, innovative and diverse enhanced mobile broadband (eMBB) and massive device connectivity applications, such as streaming media, machine vision and Internet of Things (IoT), real-time and dynamic data processing, intensive computation. However, 5G multimedia devices deployment relies on the coverage of base stations, which is inefficient and costly in wide-area coverage and physical penetration. In this paper, a 5G and wide-area Ad Hoc network fusion architecture is proposed to flexibly provide scalable 5G and extensible low-power devices interconnection liberated from geographical restriction, which consists of a low-power wide-area network and an edge processing gateway. Moreover, the intelligent edge gateway near a specific base station can support real-time ultra-high-definition video streams access and achieve traffic optimization by compressing, intelligent identification and preprocessing of the video streams to alleviate traffic congestion. The coverage capacity efficiency of wide-area Ad Hoc networks is restricted by the "funnel effect" in multihop cascading, and adaptive resource allocation strategies will present a promising approach to realize energy-efficient deployment. A non-convex optimization problem is formulated to maximize the energy-efficient deployment of Ad Hoc network. Then, a coordination and optimization strategy of internal resource allocation in deployed multihop nodes based on Lagrange relaxation algorithm was presented to solve the optimization problem. The actual system deployment and real measurement proved that the system function is running normally and stably. The experimental simulation test results show that the proposed 5G wide-area Ad Hoc network can effectively make up for the adaptive streaming needs of 5G coverage blind spots. Compared with static resource allocation, the proposed resource allocation and deployment scheme reduces energy consumption by 42.31%.
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来源期刊
EEA - Electrotehnica, Electronica, Automatica
EEA - Electrotehnica, Electronica, Automatica Engineering-Electrical and Electronic Engineering
CiteScore
0.90
自引率
0.00%
发文量
26
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