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 …

[HTML][HTML] 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 …

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 …

[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 …

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 …

Special issue on 6G wireless systems

P Chatzimisios, D Soldani, A Jamalipour… - Journal of …, 2020 - ieeexplore.ieee.org
While 5G is currently being deployed around the globe, research on 6G is under way aiming
at addressing the coming challenges of drastic increase of wireless data traffic and support …