Embracing AI in 5G-Advanced Towards 6G: A Joint 3GPP and O-RAN Perspective

09/12/2022
by   Xingqin Lin, et al.
0

Artificial intelligence (AI) has emerged as a powerful technology that improves system performance and enables new features in 5G and beyond. Standardization, defining functionality and interfaces, is essential for driving the industry alignment required to deliver the mass adoption of AI in 5G-Advanced and 6G. However, fragmented efforts in different standards bodies, such as the third generation partnership project (3GPP) and the open radio access network (O-RAN) Alliance, can lead to confusion and uncertainty about which standards to follow and which aspects of the standards to embrace. This article provides a joint 3GPP and O-RAN perspective on the state of the art in AI adoption in mobile communication systems, including the fundamentals of 5G architecture and its evolution towards openness and intelligence, AI for 5G-Advanced evolution, and a case study on AI-enabled traffic steering. We also identify several areas for future exploration to accelerate AI adoption on the path towards 6G.

READ FULL TEXT

page 5

page 6

research
05/08/2023

Artificial Intelligence in 3GPP 5G-Advanced: A Survey

Industries worldwide are being transformed by artificial intelligence (A...
research
06/25/2022

Crypto Makes AI Evolve

Adopting cryptography has given rise to a significant evolution in Artif...
research
12/15/2020

Towards a 6G AI-Native Air Interface

Each generation of cellular communication systems is marked by a definin...
research
04/30/2021

Scholarly AI system diagrams as an access point to mental models

Complex systems, such as Artificial Intelligence (AI) systems, are compr...
research
06/09/2023

Design Principles for Generalization and Scalability of AI in Communication Systems

Artificial intelligence (AI) has emerged as a powerful tool for addressi...
research
05/23/2023

Windscreen Optical Quality for AI Algorithms: Refractive Power and MTF not Sufficient

Windscreen optical quality is an important aspect of any advanced driver...

Please sign up or login with your details

Forgot password? Click here to reset