Terahertz communications for 6G and beyond wireless networks: Challenges, key advancements, and opportunities

A Shafie, N Yang, C Han, JM Jornet, M Juntti… - IEEE …, 2022 - ieeexplore.ieee.org
… We live in an era of remarkable expansion of wireless data traffic. Although the … learning,
reinforcement learning, and federated learning, have been studied for wireless communications

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 …

[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. …

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 …

Quantum Machine Learning for Next-G Wireless Communications: Fundamentals and the Path Ahead

B Narottama, Z Mohamed… - … of the Communications …, 2023 - ieeexplore.ieee.org
learning (QML) methodologies, with a unique perspective on their applications for wireless
communications, is … the performance of wireless systems. The integration of quantum-based …

A study on the integration of machine learning in wireless communication

A Basu, B Bhattacharyya - … Conference on Communication and …, 2018 - ieeexplore.ieee.org
Presently, we are observing a paradigm shift in communication technology as every enterprise
is trying to shift their focus to smart communication networks to take advantage of network …

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 review on 6th generation wireless communication networks based on artificial intelligence

Z Mistry, A Kumar Yadav, M Kothari - Innovations in Cyber Physical …, 2021 - Springer
… can be used to achieve super IOT, and machine learning techniques are promising candidates
… In this recent era, the technologies that are wireless in nature are quite useful. It helps the …

[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 …

5G–wireless communications for 2020

AN Barreto, B Faria, E Almeida, I Rodriguez… - … of Communication …, 2016 - jcis.sbrt.org.br
… This is due not only to the growth in data traffic and in the number of connected terminals,
but also because we are on the verge of new era, where everyone and everything will be …