Name: AI in Wireless Networks: 3GPP Standardization Status and Challenges
Start: 2025-09-15T17:15:00-05:00
End: 2025-09-15T19:15:00-05:00
Location: Madison Central Public Library

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https://youtube.com/live/FRRvzM6aIrA

Machine learning (ML) and AI will play a key role in the development of 6G networks. Network virtualization and network software solutions in 5G networks can support data-driven intelligent and automated networks to some extent and this trend will grow in 5G-advanced networks. In 6G networks, network intelligence is envisioned to be end-to-end, and air interface is envisioned to be AI-native. The user equipment (UE) devices need to be smarter, environment and context aware, and capable of running ML algorithms. The mobile networks standardization bodies including 3GPP have started discussing AI solutions in almost all working groups. This talk will give a brief overview of various activities in 3GPP in this domain with focus on the main challenges in developing machine learning solutions in 5G use cases and emphasize with a case study how deployment of these solutions is much harder in a real network as compared to theoretical performance evaluation. Further, a vision for paradigm shift
from AI-as-an-enabler to AI-Native air-interface will be provided for 6G networks.

Christopher Harrison

Data Science Madison

MadAI

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M. Majid Butt is a senior research specialist at Nokia Bell Labs, USA, and an adjunct Research Professor at Trinity College Dublin, Ireland. Prior to that, he has held various positions at the University of Glasgow, U.K., Trinity College Dublin, Ireland, and Fraunhofer HHI, Germany. He has authored more than 80 peer-reviewed articles. He also has contributed to more than 100 filed/granted patent families in cellular networks domain and was declared outstanding Nokia inventor of the year for years 2021 2022, and 2023. Dr. Butt was a recipient of the Marie Curie Alain Bensoussan Post-Doctoral Fellowship from the European Research Consortium for Informatics and Mathematics. He has served as an associate editor for IEEE Communication Magazine and serves as an associate editor for IEEE Open Journal of the Communication Society and IEEE Open Journal of Vehicular Technology. He is senior member of IEEE and IEEE COMSOC distinguished speaker.

majid.butt at nokia dot com

Majid Butt

AI in Wireless Networks: 3GPP Standardization Status and Challenges

Madison Central Public Library

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AI in Wireless Networks: 3GPP Standardization Status and Challenges

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