Redefining wireless communication for 6G: Signal processing meets deep learning with deep unfolding

A Jagannath, J Jagannath… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The year 2019 witnessed the rollout of the 5G standard, which promises to offer significant
data rate improvement over 4G. While 5G is still in its infancy, there has been an increased …

Towards 6G communications: architecture, challenges, and future directions

P Mitra, R Bhattacharjee, T Chatterjee… - 2021 12th …, 2021 - ieeexplore.ieee.org
The cellular network standard is gradually stepping towards the 6th Generation (6G). In 6G,
the pioneering and exclusive features, such as creating connectivity even in space and …

Towards ubiquitous AI in 6G with federated learning

Y Xiao, G Shi, M Krunz - arXiv preprint arXiv:2004.13563, 2020 - arxiv.org
With 5G cellular systems being actively deployed worldwide, the research community has
started to explore novel technological advances for the subsequent generation, ie, 6G. It is …

6G vision: An AI-driven decentralized network and service architecture

X Qiao, Y Huang, S Dustdar, J Chen - IEEE Internet Computing, 2020 - ieeexplore.ieee.org
Recently, following the rapid commercial deployment of 5G networks, next-generation
mobile communication technology (6G) has been attracting increasing attention from global …

The roadmap to 6G: AI empowered wireless networks

KB Letaief, W Chen, Y Shi, J Zhang… - IEEE communications …, 2019 - ieeexplore.ieee.org
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 …

Towards cognitive autonomous networks in 5g

SS Mwanje, C Mannweiler - … : Machine Learning for a 5G Future …, 2018 - ieeexplore.ieee.org
Cell densification and addition of new Radio Access Technologies have been the solutions
of choice for improving area-spectral efficiency to serve the ever-growing traffic demand …

Key drivers and research challenges for 6G ubiquitous wireless intelligence

M Latva-Aho, K Leppänen - 2019 - oulurepo.oulu.fi
As fifth generation (5G) research is maturing towards a global standard, the research
community has started to focus on the development of beyond-5G solutions and the 2030 …

Artificial intelligence for 5G and beyond 5G: Implementations, algorithms, and optimizations

C Zhang, YL Ueng, C Studer… - IEEE Journal on Emerging …, 2020 - ieeexplore.ieee.org
The communication industry is rapidly advancing towards 5G and beyond 5G (B5G) wireless
technologies in order to fulfill the ever-growing needs for higher data rates and improved …

Holistic network virtualization and pervasive network intelligence for 6G

X Shen, J Gao, W Wu, M Li, C Zhou… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
In this tutorial paper, we look into the evolution and prospect of network architecture and
propose a novel conceptual architecture for the 6th generation (6G) networks. The proposed …

Are 5G networks and the neutral host model the solution to the shrinking telecom market

I Neokosmidis, T Rokkas, D Xydias, A Albanese… - … and Innovations: AIAI …, 2018 - Springer
Abstract 5G networks will offer advanced functionalities and features such as high
throughput, low latency, security and reliability by leveraging technological advances like …