A method for guaranteeing wireless communication based on a combination of deep and shallow learning

Q Tian, J Li, H Liu - IEEE Access, 2019 - ieeexplore.ieee.org
… ABSTRACT Wireless communication has changed and improved people's lives and society,
… of Things (IoT) era. Despite the maturity of wireless communication, the security issue of …

[Retracted] The Development and Management Work Innovation of University Students by Artificial Intelligence and Deep Learning in the Wireless Network Era

Q Li, T Qi, L Liu - Wireless Communications and Mobile …, 2022 - Wiley Online Library
… with learning resources or manage students’ learning to improve students’ learning efficiency.
… Firstly, this study constructed a personalized learning resource recommendation model for …

Wireless 2.0: Toward an intelligent radio environment empowered by reconfigurable meta-surfaces and artificial intelligence

H Gacanin, M Di Renzo - IEEE Vehicular Technology …, 2020 - ieeexplore.ieee.org
… To date, there has been only an initial understanding of the applicability of transfer learning
to different applications in wireless communications such as resource management, channel …

[PDF][PDF] Evolution of mobile wireless communication to 5G revolution

AA Salih, SR Zeebaree, AS Abdulraheem… - … Reports of Kansai …, 2020 - researchgate.net
… Abstract—Over recent years, the evolution of mobile wireless communication in the world
has … The fifth era ought to be an increasingly astute innovation that interconnects the whole …

Evolution of physical-layer communications research in the post-5G era

V Raghavan, J Li - IEEE access, 2019 - ieeexplore.ieee.org
… oriented traffic offloading for wireless networks: A brief survey and a learning approach for …
deployed OFDMA-based mobile broadband wireless communications system. He holds over …

Wireless communications through reconfigurable intelligent surfaces

E Basar, M Di Renzo, J De Rosny, M Debbah… - IEEE …, 2019 - ieeexplore.ieee.org
wireless networks. Since the beginning of the modern era of wireless communications, the
… Debbah, ‘‘Wireless networks design in the era of deep learning: Model-based, AI-based, or …

A comprehensive survey of 6G wireless communications

Y Zhao, W Zhai, J Zhao, T Zhang, S Sun… - arXiv preprint arXiv …, 2020 - arxiv.org
… a significant paradigm shift in 6G wireless networks, including machine learning, deep … as
autonomous driving and remote surgery in 6G era. Since these applications are closely related …

[HTML][HTML] Application of deep neural network and deep reinforcement learning in wireless communication

M Li, H Li - Plos one, 2020 - journals.plos.org
… usage in wireless communication, based on the characteristics of DRL, this study applies DRL
to wireless communication … In the era of the IoT, people face massive amounts of data and …

[HTML][HTML] The shift to 6G communications: vision and requirements

MW Akhtar, SA Hassan, R Ghaffar, H Jung… - … -centric Computing and …, 2020 - Springer
… for the next generation of wireless communication systems. … In the recent era of the digital
revolution, 5G has become the … machine learning (ML)-based intelligent communication system …

[HTML][HTML] Advanced physical-layer technologies for beyond 5G wireless communication networks

W Khalid, H Yu, R Ali, R Ullah - Sensors, 2021 - mdpi.com
… with the aid of machine-learning (ML) … communications in the modern era. The use of
HSTRNs is required for the seamless integration of terrestrial cellular and satellite communications. …