PERTANIKA JOURNAL OF SCIENCE AND TECHNOLOGY

 

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ISSN 0128-7680

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A Critical Review of User-Centric QoS Provisioning Frameworks in 5G Networks

Wai Leong Pang, Wen Hao Anselm Chow, Hui Hwang Goh, Swee King Phang, and Kah Yoong Chan

Pertanika Journal of Science & Technology, Volume 34, Issue 2, April 2026

DOI: https://doi.org/10.47836/pjst.34.2.14

Keywords: 5G, quality of service, software-defined networking, user-centric

Published on: 2026-04-30

5G networks provide the Quality of Service (QoS) to various services, including Enhanced Mobile Broadband (eMBB), Ultra-Reliable Low-Latency Communications (URLLC), and massive Machine-Type Communications (mMTC) with different requirements. However, the existing 5G network deploys the static 5G QoS Identifiers (5QI) framework, which provides a basic level of services differentiation and supports the class-based prioritisation. The static 5QI fails to support the dynamic and user-centric QoS requirements. This paper reviews user-centric QoS provisioning schemes that focus on the Software-Defined Networks (SDN), Machine Learning (ML), and network slicing schemes. A structured evaluation methodology is used to analyse the existing works in terms of architecture, mechanisms, QoS metrics, scalability, and real-world feasibility. The reviews discover that SDN improves programmability and policy-based control, ML predicts the traffic adaptively, and network slicing provides service isolation. However, user-centric schemes can increase computational load, raising controller overhead and latency. This paper identifies the research gaps in the user-centric schemes related to scheme readiness, scalability, security, and heterogeneity. The paper also proposed a direction for deploying user-centric QoS schemes in real 5G networks that support future 5G enhancement that covers the adaptive, efficient, and personalised QoS provisioning.

ISSN 0128-7680

e-ISSN 2231-8526

Article ID

JST-5850-2025

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