Artificial Intelligence in Enhancing Quality of Service (QoS) in 5G Networks: A Comprehensive Review

Abstract

This paper explores the integration of Artificial Intelligence (AI) to enhance Quality of Service (QoS) in 5G networks. The rapid deployment of 5G technology has brought forth challenges in managing network resources efficiently to ensure optimal QoS for various applications. AI offers promising solutions by enabling dynamic resource allocation, real-time traffic management, and predictive maintenance. This paper provides a comprehensive review of AI techniques applied to QoS in 5G, supported by data, charts, and diagrams that illustrate the potential improvements in network performance. We also discuss the challenges and future directions for AI-driven QoS in next-generation networks.