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 …

Enabling massive IoT toward 6G: A comprehensive survey

F Guo, FR Yu, H Zhang, X Li, H Ji… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Nowadays, many disruptive Internet-of-Things (IoT) applications emerge, such as
augmented/virtual reality online games, autonomous driving, and smart everything, which …

A taxonomy of AI techniques for 6G communication networks

K Sheth, K Patel, H Shah, S Tanwar, R Gupta… - Computer …, 2020 - Elsevier
With 6G flagship program launched by the University of Oulu, Finland, for full future
adaptation of 6G by 2030, many institutes worldwide have started to explore various issues …

Toward 6G: Understanding network requirements and key performance indicators

A Slalmi, H Chaibi, A Chehri… - Transactions on …, 2021 - Wiley Online Library
Although the fifth‐generation (5G) is not yet officially launched, researchers worldwide have
turned to the sixth‐generation (6G) communications system. The 3G has opened the gap to …

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 …

A prospective look: Key enabling technologies, applications and open research topics in 6G networks

L Bariah, L Mohjazi, S Muhaidat, PC Sofotasios… - IEEE …, 2020 - ieeexplore.ieee.org
The fifth generation (5G) mobile networks are envisaged to enable a plethora of
breakthrough advancements in wireless technologies, providing support of a diverse set of …

Deep learning at the mobile edge: Opportunities for 5G networks

M McClellan, C Cervelló-Pastor, S Sallent - Applied Sciences, 2020 - mdpi.com
Mobile edge computing (MEC) within 5G networks brings the power of cloud computing,
storage, and analysis closer to the end user. The increased speeds and reduced delay …

AI in 6G: Energy-efficient distributed machine learning for multilayer heterogeneous networks

MA Hossain, AR Hossain, N Ansari - IEEE Network, 2022 - ieeexplore.ieee.org
Adept network management is key for supporting extremely heterogeneous applications
with stringent quality of service (QoS) requirements; this is more so when envisioning the …

[HTML][HTML] Service-aware 6G: An intelligent and open network based on the convergence of communication, computing and caching

Y Zhou, L Liu, L Wang, N Hui, X Cui, J Wu… - Digital Communications …, 2020 - Elsevier
With the proliferation of the Internet of Things (IoT), various services are emerging with totally
different features and requirements, which cannot be supported by the current fifth …

AI for beyond 5G networks: A cyber-security defense or offense enabler?

C Benzaïd, T Taleb - IEEE network, 2020 - ieeexplore.ieee.org
Artificial intelligence (AI) is envisioned to play a pivotal role in empowering intelligent,
adaptive and autonomous security management in 5G and beyond networks, thanks to its …