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通过虚拟 UE 探针进行蜂窝网络无线电监测和管理:基于拥挤事件的案例研究。

Cellular Network Radio Monitoring and Management through Virtual UE Probes: A Study Case Based on Crowded Events.

机构信息

Instituto de Telecomunicación (TELMA), Universidad de Málaga, CEI Andalucía TECH, E.T.S. Ingeniería de Telecomunicación, Bulevar Louis Pasteur 35, 29010 Málaga, Spain.

Simula Metropolitan Center for Digital Engineering, Pilestredet 52, 0167 Oslo, Norway.

出版信息

Sensors (Basel). 2021 May 13;21(10):3404. doi: 10.3390/s21103404.

Abstract

Although log processing of network equipment is a common technique in cellular network management, several factors make said task challenging, especially during mass attendance events. The present paper assesses classic methods for cellular network measurement and acquisition, showing how the use of on-the-field user probes can provide relevant capabilities to the analysis of cellular network performance. Therefore, a framework for the deployment of this kind of system is proposed here based on the development of a new hardware virtualization platform with radio frequency capabilities. Accordingly, an analysis of the characteristics and requirements for the use of virtual probes was performed. Moreover, the impact that social events (e.g., sports matches) may have on the service provision was evaluated through a real cellular scenario. For this purpose, a long-term measurement study during crowded events (i.e., football matches) in a stadium has been conducted, and the performances of different services and operators under realistic settings has been evaluated. As a result, several considerations are presented that can be used for better management of future networks.

摘要

虽然网络设备的日志处理是蜂窝网络管理中的一项常见技术,但有几个因素使得这项任务具有挑战性,特别是在大规模集会活动期间。本文评估了蜂窝网络测量和采集的经典方法,展示了如何使用现场用户探针为蜂窝网络性能分析提供相关能力。因此,本文提出了一种基于开发具有射频功能的新型硬件虚拟化平台来部署这种系统的框架。相应地,对虚拟探针的使用特点和要求进行了分析。此外,还通过实际的蜂窝场景评估了社交事件(如体育比赛)对服务提供的影响。为此,在体育场进行了长时间的密集活动(如足球比赛)期间的测量研究,并在实际环境下评估了不同服务和运营商的性能。结果,提出了一些可以用于更好地管理未来网络的考虑因素。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a533/8153328/26fa5dfa8a08/sensors-21-03404-g001.jpg

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