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Artificial Intelligence Techniques for Air-Interface Optimizations and Future Research Directions in 6G Networks
Abstract: This paper is the second instalment of a two-part review on artificial intelligence (AI) for sixth-generation (6G) wireless networks. Where the companion paper traced the generational evolution of mobile networks and the Digital Twin architecture that underpins 6G, this paper narrows the focus to the specific AI techniques expected to drive 6G's autonomous operation and to the air-interface problems those techniques are being asked to solve. We review machine learning, …
Published in Journal of Mobile Computing, Communications & Mobile Networks · Vol. 13, Issue 2, 2026 · pp. 50–57 Read article