Artificial intelligence enabled wireless networking for 5G and beyond: Recent advances and future challenges

CX Wang, M Di Renzo, S Stanczak… - … Communications, 2020 - ieeexplore.ieee.org
… Global demand for wireless communication networks continues to increase… wireless users
and new emerging wireless services. The fifth generation (5G) and beyond 5G (B5G) wireless

Artificial intelligence-empowered resource management for future wireless communications: A survey

M Lin, Y Zhao - China Communications, 2020 - ieeexplore.ieee.org
… The challenges to resource management for future wireless communications are summa…
full potential of artificial intelligence (AI) technologies in future wireless communications such as …

Artificial intelligence for cognitive wireless communications

K Hwang, M Chen, H Gharavi… - … Communications, 2019 - ieeexplore.ieee.org
intelligence, and exhibits great potential to power smart wireless communication networks.
Under the new service paradigm, artificial intelligence (AI) is significant for cognitive wireless

6G and beyond: The future of wireless communications systems

IF Akyildiz, A Kak, S Nie - IEEE access, 2020 - ieeexplore.ieee.org
… While pervasive artificial intelligence in wireless communication networks will undoubtedly
bring a paradigm shift towards data-oriented approaches, there are still open problems to be …

Nine challenges in artificial intelligence and wireless communications for 6G

W Tong, GY Li - IEEE Wireless Communications, 2022 - ieeexplore.ieee.org
… of communication systems as in [1–3], which is regarded as AI4Net. In the future, wireless
communications will … challenges in ML with close relation to wireless communications for 6G. …

Toward an intelligent edge: Wireless communication meets machine learning

G Zhu, D Liu, Y Du, C You, J Zhang… - IEEE communications …, 2020 - ieeexplore.ieee.org
… in artificial intelligence (AI), inspire people to envision ubiquitous computing and ambient …
for wireless communication in edge learning, collectively called learning-driven communication

6G wireless communication systems: Applications, requirements, technologies, challenges, and research directions

MZ Chowdhury, M Shahjalal, S Ahmed… - … of the Communications …, 2020 - ieeexplore.ieee.org
artificial intelligencewireless communication and its network architecture. This article
describes emerging technologies such as artificial intelligence, terahertz communications, wireless

Model-aided wireless artificial intelligence: Embedding expert knowledge in deep neural networks for wireless system optimization

A Zappone, M Di Renzo, M Debbah… - IEEE Vehicular …, 2019 - ieeexplore.ieee.org
… In this article, we describe two methods that implement this strategy to optimize wireless
communication networks. In addition, we provide numerical results to assess the performance of …

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

A Jagannath, J Jagannath… - … on Artificial Intelligence, 2021 - ieeexplore.ieee.org
… of intelligent wireless communication. An intelligent edge concept for wireless communication
is … The architecture of 6G networks and the concept of intelligent radio is presented in [17]. …

6G Visions: Mobile ultra-broadband, super internet-of-things, and artificial intelligence

L Zhang, YC Liang, D Niyato - China Communications, 2019 - ieeexplore.ieee.org
… of wireless communications into consideration, we envision 6G to include three major aspects,
namely, mobile ultra-broadband, super Internet-of-Things (IoT), and artificial intelligence (…