Using network simulators as digital twins of 5G/B5G mobile networks

G. Nardini, G. Stea
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引用次数: 3

Abstract

Digital Twins (DTs) have been proposed as digital replicas of physical entities (e.g., manufacturing plants), which one can observe and interact with, e.g., to perform what-if analysis. In this paper, we argue that mobile networks need DTs as well, and network simulators appear to be promising candidates to fulfill that role. We discuss the challenges that need be addressed to make this happen, e.g., centralized vs. distributed implementation, gathering input from the physical network, security issues and hosting, and the possibilities offered by network simulation in terms of what-if analysis, defining the concepts of lockstep and branching analysis. We exemplify the above concepts using Simu5G, a popular 5G/B5G simulation library for OMNeT++, as a reference case study.
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使用网络模拟器作为5G/B5G移动网络的数字双胞胎
数字孪生(DTs)已被提议作为物理实体(例如,制造工厂)的数字复制品,人们可以观察并与之交互,例如,执行假设分析。在本文中,我们认为移动网络也需要dt,而网络模拟器似乎是履行这一角色的有希望的候选者。我们讨论了实现这一目标需要解决的挑战,例如,集中式与分布式实现,从物理网络收集输入,安全问题和托管,以及网络模拟在假设分析方面提供的可能性,定义了锁步和分支分析的概念。我们使用Simu5G(一个流行的omnet++ 5G/B5G仿真库)作为参考案例研究来举例说明上述概念。
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