An Overview of the 3GPP Study on Artificial Intelligence for 5G New Radio

08/10/2023
by   Xingqin Lin, et al.
0

Air interface is a fundamental component within any wireless communication system. In Release 18, the 3rd Generation Partnership Project (3GPP) delves into the possibilities of leveraging artificial intelligence (AI)/machine learning (ML) to improve the performance of the fifth-generation (5G) New Radio (NR) air interface. This endeavor marks a pioneering stride within 3GPP's journey in shaping wireless communication standards. This article offers a comprehensive overview of the pivotal themes explored by 3GPP in this domain. Encompassing a general framework for AI/ML and specific use cases such as channel state information feedback, beam management, and positioning, it provides a holistic perspective. Moreover, we highlight the potential trajectory of AI/ML for the NR air interface in 3GPP Release 19, a pathway that paves the journey towards the sixth generation (6G) wireless communication systems that will feature integrated AI and communication as a key usage scenario.

READ FULL TEXT

page 2

page 4

page 7

research
09/19/2023

AI/ML for Beam Management in 5G-Advanced

In beamformed wireless cellular systems such as 5G New Radio (NR) networ...
research
12/15/2020

Towards a 6G AI-Native Air Interface

Each generation of cellular communication systems is marked by a definin...
research
01/14/2022

Waveform Learning for Reduced Out-of-Band Emissions Under a Nonlinear Power Amplifier

Machine learning (ML) has shown great promise in optimizing various aspe...
research
04/29/2023

Joint Sensing, Communication, and AI: A Trifecta for Resilient THz User Experiences

In this paper a novel joint sensing, communication, and artificial intel...
research
02/08/2021

A Tutorial on 5G NR V2X Communications

The Third Generation Partnership Project (3GPP) has recently published i...
research
03/14/2022

Combining AI/ML and PHY Layer Rule Based Inference – Some First Results

In 3GPP New Radio (NR) Release 18 we see the first study item starting i...
research
01/25/2021

Artificial Intelligence for Satellite Communication: A Review

Satellite communication offers the prospect of service continuity over u...

Please sign up or login with your details

Forgot password? Click here to reset