Published June 10, 2026 | Version v1

A Longitudinal Study of 5G NSA/SA Infrastructure and User Adoption from an MNO Perspective

Description

The rollout of 5G represents a significant advancement in the telecommunications industry, offering the potential for markedly enhanced speeds, reduced latency, and improved connectivity. Considering these anticipated advantages, it is interesting to understand the progressive adoption of the new technology by operators and their subscribers. In this paper, we analyze the evolution and current operation of the nation-wide 5G network of Orange, a leading mobile operator in France. By inspecting longitudinal data about (i) the over-five-year-long development of the country-wide 5G radio access infrastructure and (ii) the last two years of 5G traffic demands, we unveil how the operator has planned the deployment of the 5G radio access and characterize the actual usage patterns of the available 5G infrastructure. We also investigate the recent introduction of a 5G Standalone (SA) commercial service and its adoption by the mobile subscribers. We show that by mid 2025, the 5G network
under study has achieved substantial coverage of populated areas and the operator has very recently started adding capacity layers to its 5G radio access. However, our investigation reveals that such massive infrastructure deployment efforts are not matched by a commensurate adoption of the technology by the end users, as the 5G capacity–especially for SA– stays largely underutilized.

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Additional details

Funding

Agence Nationale de la Recherche
CoCo5G - Traffic Collection, Contextual Analysis, Data-driven Optimization for 5G ANR-22-CE25-0016
European Commission
6G-AI-TANGO - practical AI for Time-vAryiNG network traffic fOrecasting in 6G 101206327
European Commission
ORIGAMI - Optimized resource integration and global architecture for mobile infrastructure for 6G 101139270