5G High Density Demand (HDD) Dataset in Liverpool City Region, UK

Maheshwari, Mukesh Kumar ORCID: https://orcid.org/0000-0002-2843-9758, Alessandro, Raschella ORCID: https://orcid.org/0000-0002-1626-8947, Michael, Mackay, Max Hashem, Eiza, Jon, Wetherall and Jen, Laing (2025) 5G High Density Demand (HDD) Dataset in Liverpool City Region, UK. [Data Collection]

Abstract

The wireless network data are a feasible way to understand the user behavior in a given environment and may be utilized for analysis, prediction and optimization. On the other hand, datasets from wireless service providers are not publicly available, and obtaining a dataset in real time is challenging. In this work, we present a 5G dense deployment dataset obtained from the Liverpool City Region High Density Demand (LCR HDD) project. The project involves network deployment and assessment at Salt Tar and the ACC Arena event venues located in the city of Liverpool. Digital twin technology is considered to generate the dataset, which is inputted to a system level simulator for data modeling and analysis. The data set consists of 3,000 users in the Salt Tar venue and 12,000 users in the ACC Arena venue with features including users' position, traffic type, Radio Unit (RU) association, Signal to Interference and Noise Ratio (SINR), Physical Resource Blocks (PRB), throughput, Block Error Rate (BLER), and a total length of 10,000 samples. The dataset is validated through experimental measurements and is released in a simple format for easy access.

Additional Information:	EMBARGO REQUESTED BY DEPOSITING USER: Embargo name: Unknown Depositing user's comment: According to the journal submission guidelines for the first round of review, data are available for download and review by reviewers via any URL that allows anonymous downloads. ----- Depositing user's licence comment:
Creators:	Maheshwari, Mukesh Kumar ORCID: https://orcid.org/0000-0002-2843-9758, Alessandro, Raschella ORCID: https://orcid.org/0000-0002-1626-8947, Michael, Mackay, Max Hashem, Eiza, Jon, Wetherall and Jen, Laing
Uncontrolled Keywords:	400608 Wireless communication systems and technologies (incl. microwave and millimetrewave)
DOI:	https://doi.org/10.24377/LJMU.d.00000236
Division:	Computer Science & Mathematics
Field of Research:	Engineering > Communications engineering > Wireless communication systems and technologies (incl. microwave and millimetrewave)
Date Deposited:	26 Jun 2025 07:58
Last Modified:	26 Jun 2025 08:17
URI:	https://opendata.ljmu.ac.uk/id/eprint/236
Data collection method:	Digital twin model and Matlab based simulator
Resource language:	English
Metadata language:	English
Collection period:	From To 3 March 2025 13 June 2025