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5G (and beyond) cellular networks have gained much attraction in the past for various application domains in context of industry automation, autonomous and cooperative mobility, as well as smart cities. A main commonality of those use cases is their strong reliance on specific Quality-of-Service (QoS) metrics, which are crucial for seamless operation of those applications. This especially holds true for 5 G use cases in the aviation domain, where a prominent application is the Virtual Table Inspection (VTI) - a process in which aircraft maintenance, disassembly, and reassembly are continuously monitored in real time via high-quality video and audio streams, enabling end-to-end tracking of quality control for all aircraft components. Providing concurrent high-quality video streams requiring high data rates and low latencies together with guaranteed packet delivery ratios is a main challenge of 5 G networks - that particularly holds for 5 G campus networks which are often difficult to scale. Our project DeSiRe-NG tackles exactly these shortcomings by providing a versatile architecture to detect under-performance of 5G networks. Further, our proposed architecture allows to generate the Digital Twin (DT) of a 5G network’s QoS, which helps to improve the research and development process of novel networking architectures and applications, as well as aid the continuous supervision of a network. In a first proof of concept study, we present the functionality of our system in an industrial environment.
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Welzel et al. (2025) studied this question.