Artificial intelligence and wireless communications

J Wang, R Li, J Wang, Y Ge, Q Zhang, W Shi - Frontiers of Information …, 2020 - Springer
The applications of artificial intelligence (AI) and machine learning (ML) technologies in
wireless communications have drawn significant attention recently. AI has demonstrated real …

Machine learning for wireless communication: An overview

Z Cao, H Zhang, L Liang, GY Li - APSIPA Transactions on …, 2022 - nowpublishers.com
Over the past decades, machine learning techniques have demonstrated excellent
superiorities in a wide range of fields, such as computer vision, natural language …

Intelligent radio signal processing: A survey

QV Pham, NT Nguyen, T Huynh-The, LB Le… - IEEE …, 2021 - ieeexplore.ieee.org
Intelligent signal processing for wireless communications is a vital task in modern wireless
systems, but it faces new challenges because of network heterogeneity, diverse service …

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
The recent revival of AI is revolutionizing almost every branch of science and technology.
Given the ubiquitous smart mobile gadgets and IoT devices, it is expected that a majority of …

Artificial intelligence enabled radio propagation for communications—Part I: Channel characterization and antenna-channel optimization

C Huang, R He, B Ai, AF Molisch… - … on Antennas and …, 2022 - ieeexplore.ieee.org
To provide higher data rates, as well as better coverage, cost efficiency, security,
adaptability, and scalability, the 5G and beyond 5G networks are developed with various …

Machine learning and intelligent communications

XL Huang, X Ma, F Hu - Mobile Networks and Applications, 2018 - Springer
Along with the fast developing of mobile communications technologies, the amount of high
quality wireless services is required and increasing exponentially. According to the …

Nine challenges in artificial intelligence and wireless communications for 6G

W Tong, GY Li - IEEE Wireless Communications, 2022 - ieeexplore.ieee.org
In recent years, artificial intelligence (AI) techniques, especially machine learning (ML), have
been successfully applied in various areas, leading to a widespread belief that AI will …

Guest editorial artificial intelligence in radio propagation for communications

R He, BK Lau, C Oestges, K Haneda… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The era of wireless communications began at the turn of the 20th century, when Guglielmo
Marconi used electromagnetic waves to transmit telegraph signals from ships to stations …

Artificial intelligence enabled radio propagation for communications—Part II: Scenario identification and channel modeling

C Huang, R He, B Ai, AF Molisch… - … on Antennas and …, 2022 - ieeexplore.ieee.org
This two-part paper investigates the application of artificial intelligence (AI) and, in particular,
machine learning (ML) to the study of wireless propagation channels. In Part I of this article …

Deep learning methods in communication systems: A review

F Liao, S Wei, S Zou - Journal of Physics: Conference Series, 2020 - iopscience.iop.org
With the rapid development of modern communication systems, the amount of data has
exploded, the system structure has become increasingly complex, and existing …