Exploration and Application of AI in 6G Field

07/27/2022
by   Renhao Xue, et al.
0

The recent upsurge of diversified mobile applications, especially those supported by AI, is spurring heated discussions on the future evolution of wireless communications. While 5G is being deployed around the world, efforts from industry and academia have started to look beyond 5G and conceptualize 6G. We envision 6G to experience an unprecedented transformation that will make it completely different from the previous generations of wireless systems. In particular, 6G will go beyond mobile Internet and will be required to support AI services. Meanwhile, AI will play a critical role in designing and optimizing 6G architectures, protocols and operations. In this article, we discuss the features of 6G, and the difficulties of carrying out 6G, and AI-enabled methods for 6G network design and optimization.

READ FULL TEXT

page 3

page 6

page 9

page 10

research
04/26/2019

The Roadmap to 6G -- AI Empowered Wireless Networks

The recent upsurge of diversified mobile applications, especially those ...
research
01/03/2023

AI in HCI Design and User Experience

In this chapter, we review and discuss the transformation of AI technolo...
research
04/06/2019

6G: the Wireless Communications Network for Collaborative and AI Applications

At the dawn of 5G, we take a leap forward and present an original vision...
research
07/30/2021

Dependable Neural Networks Through Redundancy, A Comparison of Redundant Architectures

With edge-AI finding an increasing number of real-world applications, es...
research
07/03/2023

Digital Twin-Empowered Communications: A New Frontier of Wireless Networks

The future of wireless network generations is revolving toward unlocking...
research
11/10/2021

The MAIEI Learning Community Report

This is a labor of the Learning Community cohort that was convened by MA...
research
07/14/2021

Evolution of Non-Terrestrial Networks From 5G to 6G: A Survey

Non-terrestrial networks (NTNs) traditionally had certain limited applic...

Please sign up or login with your details

Forgot password? Click here to reset