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用于提高第五代网络能源效率的网络切片综合概述

A Comprehensive Overview of Network Slicing for Improving the Energy Efficiency of Fifth-Generation Networks.

作者信息

Lorincz Josip, Kukuruzović Amar, Blažević Zoran

机构信息

Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture (FESB), University of Split, 21000 Split, Croatia.

出版信息

Sensors (Basel). 2024 May 20;24(10):3242. doi: 10.3390/s24103242.

Abstract

The introduction of fifth-generation (5G) mobile networks leads to an increase in energy consumption and higher operational costs for mobile network operators (MNOs). Consequently, the optimization of 5G networks' energy efficiency is crucial, both in terms of reducing MNO costs and in terms of the negative environmental impact. However, many aspects of the 5G mobile network technology itself have been standardized, including the 5G network slicing concept. This enables the creation of multiple independent logical 5G networks within the same physical infrastructure. Since the only necessary resources in 5G networks need to be used for the realization of a specific 5G network slice, the question of whether the implementation of 5G network slicing can contribute to the improvement of 5G and future sixth-generation networks' energy efficiency arises. To tackle this question, this review paper analyzes 5G network slicing and the energy demand of different network slicing use cases and mobile virtual network operator realizations based on network slicing. The paper also overviews standardized key performance indicators for the assessment of 5G network slices' energy efficiency and discusses energy efficiency in 5G network slicing lifecycle management. In particular, to show how efficient network slicing can optimize the energy consumption of 5G networks, versatile 5G network slicing use case scenarios, approaches, and resource allocation concepts in the space, time, and frequency domains have been discussed, including artificial intelligence-based implementations of network slicing. The results of the comprehensive discussion indicate that the different implementations and approaches to network slicing pave the way for possible further reductions in 5G MNO energy costs and carbon dioxide emissions in the future.

摘要

第五代(5G)移动网络的引入导致移动网络运营商(MNO)的能源消耗增加和运营成本上升。因此,优化5G网络的能源效率至关重要,这既关乎降低MNO的成本,也关乎减少对环境的负面影响。然而,5G移动网络技术本身的许多方面已经标准化,包括5G网络切片概念。这使得能够在同一物理基础设施内创建多个独立的逻辑5G网络。由于5G网络中仅需使用必要资源来实现特定的5G网络切片,因此就出现了5G网络切片的实施是否有助于提高5G及未来第六代网络能源效率的问题。为解决这个问题,本文综述分析了5G网络切片以及基于网络切片的不同网络切片用例和移动虚拟网络运营商实现方式的能源需求。本文还概述了用于评估5G网络切片能源效率的标准化关键性能指标,并讨论了5G网络切片生命周期管理中的能源效率。特别是,为展示高效的网络切片如何优化5G网络的能源消耗,本文讨论了空间、时间和频率域中的通用5G网络切片用例场景、方法和资源分配概念,包括基于人工智能的网络切片实现方式。全面讨论的结果表明,网络切片的不同实现方式和方法为未来进一步降低5G MNO的能源成本和二氧化碳排放铺平了道路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b5d/11125639/d93c9bbf15d0/sensors-24-03242-g001.jpg

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