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Open AccessJournal ArticleDOI

5G Campus Networks: A First Measurement Study

TLDR
In this paper, the authors design a rigorous testbed for measuring the one-way packet delays between a 5G end device via a radio access network (RAN) to a packet core with sub-microsecond precision as well as measuring the packet core delay with nanosecond precision.
Abstract
A 5G campus network is a 5G network for the users affiliated with the campus organization, e.g., an industrial campus, covering a prescribed geographical area. A 5G campus network can operate as a so-called 5G non-standalone (NSA) network (which requires 4G Long-Term Evolution (LTE) spectrum access) or as a 5G standalone (SA) network (without 4G LTE spectrum access). 5G campus networks are envisioned to enable new use cases, which require cyclic delay-sensitive industrial communication, such as robot control. We design a rigorous testbed for measuring the one-way packet delays between a 5G end device via a radio access network (RAN) to a packet core with sub-microsecond precision as well as for measuring the packet core delay with nanosecond precision. With our testbed design, we conduct detailed measurements of the one-way download (downstream, i.e., core to end device) as well as one-way upload (upstream, i.e., end device to core) packet delays and losses for both 5G SA and 5G NSA hardware and network operation. We also measure the corresponding 5G SA and 5G NSA packet core processing delays for download and upload. We find that typically 95% of the SA download packet delays are in the range from 4–10 ms, indicating a fairly wide spread of the packet delays. Also, existing packet core implementations regularly incur packet processing latencies up to 0.4 ms, with outliers above one millisecond. Our measurement results inform the further development and refinement of 5G SA and 5G NSA campus networks for industrial use cases. We make the measurement data traces publicly available as the IEEE DataPort 5G Campus Networks: Measurement Traces dataset (DOI 10.21227/xe3c-e968).

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Citations
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Performance of 5G Trials for Industrial Automation

TL;DR: Evaluations for the deployment of 5G in realistic industrial production environments with realistic deployment settings conclude that the requirements for very low latencies can be achieved with high reliability guarantees, as required in some of the most stringent industrial IoT applications.
Journal ArticleDOI

Factory 5G: A Review of Industry-Centric Features and Deployment Options

TL;DR: In this article , the authors discuss the drivers for future industrial wireless systems and review the role of 5G and its industrial-centric evolution towards meeting the strict performance standards of factories.
Journal ArticleDOI

Measurement and comparison of data rate and time delay of end-devices in licensed sub-6 GHz 5G standalone non-public networks

TL;DR: In this article , the authors present initial measurements of the data rate and the round-trip delay in standalone NPNs with various end-devices to generate a first performance benchmark for 5G-based applications.

Formation Control of Dual Auto Guided Vehicles Based on Compensation Method in 5G Networks

TL;DR: In this paper, a formation control system based on compensation method is proposed for real-time control in 5G networks with dual auto-guided vehicles collaborative transport scenarios and the Kalman filter is applied to estimate the transmission delay and experiment result shows the effectiveness of the estimation.
Proceedings ArticleDOI

Offloading Robot Control with 5G

TL;DR: In this paper , the authors demonstrate the feasibility of offloading SLAM and navigation in an edge cloud based on a use case in automotive production, and develop a digital twin of the robot and visualized its current sensor data.
References
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Journal ArticleDOI

5G Evolution: A View on 5G Cellular Technology Beyond 3GPP Release 15

TL;DR: The Rel-16 features and outlook towards Rel-17 and beyond are discussed and new features to further expand the applicability of the 5G System to new markets and use cases are introduced.
Journal ArticleDOI

A Survey on 5G Usage Scenarios and Traffic Models

TL;DR: The most significant use cases expected for 5G including their corresponding scenarios and traffic models are presented and guidelines to help and ease the performance evaluation of current and future 5G innovations, as well as the dimensioning of 5G future deployments are provided.
Proceedings ArticleDOI

MoonGen: A Scriptable High-Speed Packet Generator

TL;DR: MoonGen as discussed by the authors is a high-speed packet generator that can saturate 10 GbE links with minimum-sized packets while using only a single CPU core by running on top of the packet processing framework DPDK.
Journal ArticleDOI

Survey on Network Slicing for Internet of Things Realization in 5G Networks

TL;DR: This survey presents a comprehensive analysis of the exploitation of network slicing in IoT realisation and discusses the role of other emerging technologies and concepts, such as blockchain and Artificial Intelligence/Machine Learning (AI/ML) in network slicing and IoT integration.
Proceedings ArticleDOI

5G URLLC: Design Challenges and System Concepts

TL;DR: From the system level simulation results in an urban macro environment, it can be observed that effective multi-cell cooperation, more specifically soft combining, can lead to a significant gain in terms of URLLC capacity.
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