Guest editorial special issue on machine learning in wireless Communication—Part 2

D Gesbert, D Gündüz, P de Kerret… - IEEE Journal on …, 2019 - ieeexplore.ieee.org
Machine learning and data driven approaches have recently received much attention as a
key enabler for future 5G and beyond wireless networks. Yet, the evolution towards learning …

Guest editorial special issue on machine learning in wireless Communication—Part i

D Gesbert, D Gündüz, P de Kerret… - IEEE Journal on …, 2019 - ieeexplore.ieee.org
Machine learning and data driven approaches have recently received much attention as a
key enabler for future 5G and beyond wireless networks. Yet, the evolution towards learning …

1 Machine Learning and Communications: An Introduction

D Gündüz, YC Eldar, A Goldsmith… - wireless …, 2022 - cambridge.org
Wireless communications is one of the most prominent and impactful technologies of the last
few decades. Its transformative impact on our lives and society is immeasurable. The fifth …

[图书][B] Machine learning and wireless communications

YC Eldar, A Goldsmith, D Gündüz, HV Poor - 2022 - books.google.com
How can machine learning help the design of future communication networks-and how can
future networks meet the demands of emerging machine learning applications? Discover the …

Machine learning paradigms for next-generation wireless networks

C Jiang, H Zhang, Y Ren, Z Han… - IEEE Wireless …, 2016 - ieeexplore.ieee.org
Next-generation wireless networks are expected to support extremely high data rates and
radically new applications, which require a new wireless radio technology paradigm. The …

[PDF][PDF] Machine learning for wireless networks with artificial intelligence: A tutorial on neural networks

M Chen, U Challita, W Saad, C Yin… - arXiv preprint arXiv …, 2017 - researchgate.net
Next-generation wireless networks must support ultra-reliable, low-latency communication
and intelligently manage a massive number of Internet of Things (IoT) devices in real-time …

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 …

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 …

Wireless Communications and Mobile Computing using Machine learning

A Silva - 2020 - eprints.rclis.org
This work deals with the use of emerging deep learning techniques in future wireless
communication networks. It will be shown that data-driven approaches should not re-place …

Era of Deep Learning in Wireless Networking

U Kiramat - 2020 - eprints.rclis.org
This work deals with the use of emerging deep learning techniques in future wireless
communication networks. It will be shown that data-driven approaches should not replace …