Fueling the Next Quantum Leap in Mobile Networks: Embracing AI in 5G Evolution towards 6G
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The evolution of 5G systems adds ever-increasing complexity and puts numerous demands on mobile networks. Embracing AI in the 5G evolution is critical to managing the complexity and fueling the next quantum leap in 6G networks. Global standardization has enabled mobile technologies to scale and flourish over the past decades. As 3GPP is ramping up AI items for the 5G evolution, we anticipate that AI adoption in mobile networks will be accelerated beyond proprietary solutions in the years to come. The 3GPP standardization efforts on incorporating AI in the 5G evolution will help achieve an initial globally aligned way forward on integrating AI into the design of mobile networks. The outcome will lay a strong foundation for integrating AI into the 6G system design when the 6G standardization starts in 3GPP around 2025.
In this talk, we will provide a state-of-the-art overview of AI in mobile networks by describing the basic concepts, reviewing the recent key advances, discussing in detail the 3GPP standardization aspects, and sharing various design rationales influencing standardization. We will also shed light on how AI can improve network performance and enable network automation by presenting case studies with real network data.
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