Deep learning-aided 6G wireless networks: A comprehensive survey of revolutionary PHY architectures

B Ozpoyraz, AT Dogukan, Y Gevez… - IEEE Open Journal …, 2022 - ieeexplore.ieee.org
Deep learning (DL) has proven its unprecedented success in diverse fields such as
computer vision, natural language processing, and speech recognition by its strong …

6G: Technology, Advancement, Barriers, and the Future

MM Nair, AK Tyagi - 6G-Enabled IoT and AI for Smart Healthcare, 2023 - taylorfrancis.com
With 5G and 4G cellular technologies taking the world by a storm, the rise of 6G is already
being anticipated. 6G, the successor of the 5G network technology we currently have in …

Intelligence and Internet of Things with 5G Technology: Application and Development

K Agarwal, K Agarwal, AK Jha… - … Conference on Electronics …, 2022 - ieeexplore.ieee.org
Apart from ongoing data rate increases, the distinction between Long Term Evolution (LTE)
and 4G will be characterized by new authorized connectivity. If at one end, widespread …

Artificial Intelligence in 6G Wireless Networks: Opportunities, Applications, and Challenges

A Alhammadi, I Shayea, AA El-Saleh… - … Journal of Intelligent …, 2024 - Wiley Online Library
Wireless technologies are growing unprecedentedly with the advent and increasing
popularity of wireless services worldwide. With the advancement in technology, profound …

Machine learning for 5G/B5G mobile and wireless communications: Potential, limitations, and future directions

ME Morocho-Cayamcela, H Lee, W Lim - IEEE access, 2019 - ieeexplore.ieee.org
Driven by the demand to accommodate today's growing mobile traffic, 5G is designed to be
a key enabler and a leading infrastructure provider in the information and communication …

Recent Advancements in Applications of Artificial Intelligence and Machine Learning for 5G Technology: A Review

A Nyalapelli, S Sharma, P Phadnis… - … on Paradigm Shifts …, 2023 - ieeexplore.ieee.org
As the fifth generation (5G) of wireless communication rolls out worldwide, conceptualized
use cases and disruptive industry solutions are being deployed to offer smooth, frictionless …

Deep learning for 5G IoT systems

X Cheng, C Zhang, Y Qian, M Aloqaily… - International journal of …, 2021 - Springer
In recent years, deep learning (DL) architectures, such as: deep neural networks, deep
belief networks, recurrent neural networks and convolutional neural networks; have been …

Artificial intelligence in wireless communications-evolution towards 6G mobile networks

TB Iliev, EP Ivanova, IS Stoyanov… - 2021 44th …, 2021 - ieeexplore.ieee.org
With the deployment of the 5G in wireless communications, the researchers' interest is
focused on the sixth generation networks. This forthcoming generation is expected to …

5G revolution: Challenges and opportunities

NHP Dai, L Ruiz, R Zoltan - 2021 IEEE 21st International …, 2021 - ieeexplore.ieee.org
5G stands for the fifth and the latest generation in wireless networks. It offers three main
technological advances compared to the previous standards: more speed network, reduced …

Sixth generation (6G) wireless technology: An overview, vision, challenges and use cases

J Kaur, MA Khan - 2022 IEEE region 10 symposium (TENSYMP …, 2022 - ieeexplore.ieee.org
Sixth Generation (6G) research has already begun in academia and industry since 2019
which is considered as 'year zero'for 6G research. The technology is expected to be …