Deep Learning for 5G and Beyond

KS Mohamed - … : Autonomous Driving, Artificial Intelligence of Things …, 2023 - Springer
In the 1980s, the first-generation cellular networks (1G) were introduced. From 1 to 5G, a
significant enhancing for the quality of the user experience had been achieved. 5G …

[图书][B] Deep Learning-Powered Technologies: Autonomous Driving, Artificial Intelligence of Things (AIoT), Augmented Reality, 5G Communications and Beyond

KS Mohamed - 2023 - books.google.com
This book covers various, leading-edge deep learning technologies. The author discusses
new applications of deep learning and gives insight into the integration of deep learning with …

Deep learning era for future 6G wireless communications—theory, applications, and challenges

SKB Sangeetha, R Dhaya - Artificial intelligent techniques for …, 2022 - Wiley Online Library
Over hundreds of years have passed since wireless communication technology was first
introduced. The developers have made remarkable strides since 1880, including setting up …

Applications of Machine Learning in Wireless Communication: 5G and Beyond

R Devnikar, V Hendre - Future Trends in 5G and 6G, 2021 - api.taylorfrancis.com
The chapter presents the technological aspects that are expected to constitute advanced
technologies of the future, such as eHealth applications, industry 4.0 and massive robotics …

6G: the next giant leap for AI and ML

A Bang, KK Kamal, P Joshi, K Bhatia - Procedia Computer Science, 2023 - Elsevier
Abstract The technologies like Artificial Intelligence (AI), Machine Learning (ML) and sixth
generation (6G) echo systems have the potential to generate breakthrough results in the …

Intelligent Beyond 5G Systems: Upcoming Wireless Communication Systems

JA Desai, SD Markande - ICCCE 2021: Proceedings of the 4th …, 2022 - Springer
The beyond 5G systems are responsible for smart connectivity of the world. They will provide
a wireless connectivity indoor as well as outdoor including the manmade structures like …

Evolution toward intelligent communications: Impact of deep learning applications on the future of 6G technology

M Abd Elaziz, MAA Al‐qaness, A Dahou… - … : Data Mining and …, 2024 - Wiley Online Library
The sixth generation (6G) represents the next evolution in wireless communication
technology and is currently under research and development. It is expected to deliver faster …

An Introduction to Deep Learning

KS Mohamed - … : Autonomous Driving, Artificial Intelligence of Things …, 2023 - Springer
Abstract Machine learning (ML) algorithms try to learn the mapping from an input to output
from data rather than through explicit programming. ML uses algorithms that iteratively learn …

Deep learning for the internet of things

S Yao, Y Zhao, A Zhang, S Hu, H Shao, C Zhang… - Computer, 2018 - ieeexplore.ieee.org
How can the advantages of deep learning be brought to the emerging world of embedded
IoT devices? The authors discuss several core challenges in embedded and mobile deep …

[图书][B] The deep learning revolution

TJ Sejnowski - 2018 - books.google.com
How deep learning—from Google Translate to driverless cars to personal cognitive
assistants—is changing our lives and transforming every sector of the economy. The deep …