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 coupling between communication and learning in edge learning systems. To materialize
wireless communication in edge learning, collectively called learning-driven communication

Machine learning for future wireless communications

FL Luo - 2020 - books.google.com
machine learning technology is being considered as a very promising tool to attack the big
challenge in wireless communications … into supervised learning, unsupervised learning, and …

Machine learning for wireless communications in the Internet of Things: A comprehensive survey

J Jagannath, N Polosky, A Jagannath, F Restuccia… - Ad Hoc Networks, 2019 - Elsevier
… of machine learning techniques. Then, by adopting a bottom-up approach, we examine
existing work on machine learning … of machine learning in IoT beyond wireless communication. …

[图书][B] Machine learning and wireless communications

YC Eldar, A Goldsmith, D Gündüz, HV Poor - 2022 - books.google.com
machine learning techniques, such as deep neural networks, can transform how we design
and optimize future communication … of wireless networks as platforms for machine learning

Machine learning for wireless communication channel modeling: An overview

SM Aldossari, KC Chen - Wireless Personal Communications, 2019 - Springer
… , machine learning has been successfully demonstrated efficient handling big data. In this
paper, applying machine learning … Where the main focus of this paper is how machine learning

Intelligent wireless communications enabled by cognitive radio and machine learning

X Zhou, M Sun, GY Li, BHF Juang - China Communications, 2018 - ieeexplore.ieee.org
machine learning algorithms that enhance the perception capability and reconfigurability in
wireless … We discuss practical applications of these techniques to wireless communication

Machine learning for 5G/B5G mobile and wireless communications: Potential, limitations, and future directions

ME Morocho-Cayamcela, H Lee, W Lim - IEEE access, 2019 - ieeexplore.ieee.org
… artificial intelligence, machine learning, and deep learning. This article covers machine
learning and deep learning applications in 5G/B5G mobile and wireless communications. …

Machine learning paradigms for next-generation wireless networks

C Jiang, H Zhang, Y Ren, Z Han… - … Communications, 2016 - ieeexplore.ieee.org
… This article reviewed the benefits of artificial intelligence aided wireless systems equipped
with machine learning. We introduced the major families of machine learning algorithms and …

Adversarial machine learning in wireless communications using RF data: A review

D Adesina, CC Hsieh, YE Sagduyu… - IEEE Communications …, 2022 - ieeexplore.ieee.org
… including deep learning for wireless communications and adversarial machine learning, they
… more in-depth discussions of AML in wireless communications. However, contrary to many …

When machine learning meets big data: A wireless communication perspective

Y Liu, S Bi, Z Shi, L Hanzo - IEEE Vehicular Technology …, 2019 - ieeexplore.ieee.org
machine learning, along with their potential applications in next-generation (NG) wireless
In particular, a unified, big data-aided machinelearning framework is proposed that consists …