E2E DATASET OF 360-DEGREE VIDEO SERVICE USING MOBILE NETWORKS

Citation Author(s):
Sebastian
Peñaherrera
Universidad de Málaga
Carlos
Baena
Universidad de Málaga
Sergio
Fortes
Universidad de Málaga
Raquel
Barco
Universidad de Málaga
Submitted by:
Oswaldo Penaherrera
Last updated:
Mon, 07/15/2024 - 04:15
DOI:
10.21227/6gg3-n924
Data Format:
*.json
Research Article Link:
ML-powered KQI estimation for XR services. A case study on 360-video
License:
Creative Commons Attribution
128 Views
Categories:
Wireless Networking
Machine Learning
Keywords:
Mobile networks, 5G, Virtual Reality, Extended Reality, network management, quality of experience
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Abstract 

The dataset provides an end-to-end (E2E) perspective of the performance of 360-video services over mobile networks. The data was collected using a network-in-a-box setup in conjunction with a Meta Quest 2 head-mounted display (HMD) and a customer premises equipment (CPE) to provide 5G connectivity to the glasses (WiFi-native). The objective of this dataset is to contribute to the research community's knowledge base and support research on the provision of XR services deployed with new-generation mobile technologies, such as 5G and Beyond-5G.  The dataset comprises 86,400 samples collected throughout 60 sessions, each lasting 120 seconds. Four bandwidth options were tested, with three radio link conditions.

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