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 …

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 …

[HTML][HTML] Machine learning for wireless communications: Hybrid data-driven and model-based approaches

L Pellaco - 2022 - diva-portal.org
Abstract Machine learning has enabled extraordinary advancements in many fields and
penetrates every aspect of our lives. Autonomous driving cars and automatic speech …

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 …

[图书][B] Machine Learning and Deep Learning Techniques in Wireless and Mobile Networking Systems

K Suganthi, R Karthik, G Rajesh, PHC Ching - 2021 - books.google.com
This book offers the latest advances and results in the fields of Machine Learning and Deep
Learning for Wireless Communication and provides positive and critical discussions on 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 …

[HTML][HTML] 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 …

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 …

[图书][B] Machine Learning, Deep Learning and Computational Intelligence for Wireless Communication: Proceedings of MDCWC 2020

ES Gopi - 2021 - books.google.com
This book is a collection of best selected research papers presented at the Conference on
Machine Learning, Deep Learning and Computational Intelligence for Wireless …

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
Abstract The Internet of Things (IoT) is expected to require more effective and efficient
wireless communications than ever before. For this reason, techniques such as spectrum …