Machine learning for future wireless communications

FL Luo - 2020 - books.google.com
… , applications and current developments of machine learning for wireless communications
… -the-art machine learning based solutions for network coverage Includes an overview of the …

[图书][B] Machine learning and wireless communications

YC Eldar, A Goldsmith, D Gündüz, HV Poor - 2022 - books.google.com
learning, unsupervised learning, and reinforcement learning (… have found applications in
wireless communications. Here … then highlight their applications in wireless communications. …

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
… the application of machine learning techniques to address key problems in IoT wireless
communications … a brief discussion of the application of machine learning in IoT beyond wireless

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
… a majority of intelligent applications will be deployed at the edge of wireless networks. This
applications at various edge devices. Accordingly, a new research area, called edge learning

Application of machine learning in wireless networks: Key techniques and open issues

Y Sun, M Peng, Y Zhou, Y Huang… - IEEE Communications …, 2019 - ieeexplore.ieee.org
… successful applications to … applications of ML in wireless communication. This paper
comprehensively surveys the recent advances of the applications of ML in 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
… between artificial intelligence, machine learning, and deep learning. This article … machine
learning and deep learning applications in 5G/B5G mobile and wireless communications. …

Review of machine learning applications in wireless communications

A Bajaj - arXiv preprint arXiv:2101.08119, 2021 - arxiv.org
… 3 papers on machine learning applications in wireless communication technology. … machine
learning in wireless communication, types of machine learning techniques used in wireless

Intelligent wireless communications enabled by cognitive radio and machine learning

X Zhou, M Sun, GY Li, BHF Juang - China Communications, 2018 - ieeexplore.ieee.org
… We discuss practical applications of these techniques to wireless communicationapplications
of cognitive radio and machine learning to the existing and future wireless communication

Distributed machine learning for wireless communication networks: Techniques, architectures, and applications

S Hu, X Chen, W Ni, E Hossain… - IEEE Communications …, 2021 - ieeexplore.ieee.org
wireless communication networks, their architectures and platforms, computation and
communication … We review popular applications of DML in wireless communications. In particular, …

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 learningMachine learning in different channel modeling applications. …