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 …

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 …

A comprehensive survey on 6G and beyond: Enabling technologies, opportunities of machine learning and challenges

AT Jawad, R Maaloul, L Chaari - Computer Networks, 2023 - Elsevier
Multiple nations are now in the process of launching 5G mobile networks. All of the telecoms
industry has been revolutionized by the concept of 5G networks. Since late 2018 …

Emerging techniques and applications for 5G networks and beyond

VD Nguyen, TQ Duong, QT Vien - Mobile Networks and Applications, 2020 - Springer
It is predicted that 50 billion devices will be connected to the Internet by 2020, and the
number of mobile-connected devices will exceed 11.5 billion by 2019. These growth …

Machine learning in 6G: the future of wireless communication

S Sarkar - 2022 6th International Conference on Intelligent …, 2022 - ieeexplore.ieee.org
The 6 th Generation of wireless communication, 6G, is the future of wireless communication
technology. 6G has the potential to support various pioneering applications. Post Covid-19 …

Guest editorial: 6G: The paradigm for future wireless communications

S Mumtaz, C Jiang, A Tölli, A Al-Dulaimi… - IEEE wireless …, 2022 - ieeexplore.ieee.org
While 5G research is maturing toward a global standard, the focus has now shifted toward
the development of beyond 5G solutions. Wireless data traffic is estimated to reach 4394 EB …

Towards artificial intelligence enabled 6G: State of the art, challenges, and opportunities

S Zhang, D Zhu - Computer Networks, 2020 - Elsevier
Abstract 6G is expected to support the unprecedented Internet of everything scenarios with
extremely diverse and challenging requirements. To fulfill such diverse requirements …

Ten challenges in advancing machine learning technologies toward 6G

N Kato, B Mao, F Tang, Y Kawamoto… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
As the 5G standard is being completed, academia and industry have begun to consider a
more developed cellular communication technique, 6G, which is expected to achieve high …

Deep learning techniques for advancing 6G communications in the physical layer

S Zhang, J Liu, TK Rodrigues… - IEEE Wireless …, 2021 - ieeexplore.ieee.org
As current 5G communication systems cannot fulfill the stringent requirements brought by
emerging applications, 6G will innovatively employ deep learning (DL) techniques to …

[图书][B] 6G: the road to the future wireless technologies 2030

PSR Henrique, R Prasad - 2022 - taylorfrancis.com
Since the launch of Second-Generation Networks (2G), planning for each future mobile
service was initiated many years before its commercial launch. In 2019, 5G Networks begun …