Evolution of wireless communication to 6g: Potential applications and research directions

MZ Asghar, SA Memon, J Hämäläinen - Sustainability, 2022 - mdpi.com
… of the key enablers in the B5G era of wireless communication as it offers ‘parallel …
learning-based solutions for wireless communication. The author of [87] presented a federated …

[图书][B] White Paper on Machine Learning in 6G Wireless Communication Networks: 6G Research Visions, No. 7, 2020

A Samad, W Saad, R Nandana, C Kapseok… - 2020 - diva-portal.org
… research in deep learning being heavily used in wireless communications problems.
However, there is a wellknown concern regarding the sensitivity of deep learning-based …

[PDF][PDF] Wireless Communications: Past, Present and Future

VK Nassa - Dronacharya Research Journal, 2011 - academia.edu
wireless communication have already changed the way people communicate with each other.
From the history, one can learn … In an era when all intercontinental transport was entirely …

Theory and techniques for “intellicise” wireless networks

P Zhang, M Peng, S Cui, Z Zhang, G Mao… - Frontiers of Information …, 2022 - Springer
… processing, and embedded machine learning. He was the recipient of … wireless
communications and networking, network intelligence, IoT, ultra-reliable and low-latency …

Distributed machine learning for wireless communication networks: Techniques, architectures, and applications

S Hu, X Chen, W Ni, E Hossain… - IEEE Communications …, 2021 - ieeexplore.ieee.org
… (DML) is instrumental under different wireless network settings for … learning tasks in a
distributed fashion. This is critical for future wireless networks [11], in the Internet-of-Things (IoT) era

A survey of 6G wireless communications: Emerging technologies

Y Zhao, J Zhao, W Zhai, S Sun, D Niyato… - … and Communication …, 2021 - Springer
… allocation in wireless communications [34]. For example, unsupervised learning are … air-ground-sea
integrated network) in 6G era as shown in Fig. 7. By integrating with satellite …

New trends and advancement in next generation mobile wireless communication (6G): a survey

S Ali, M Sohail, SBH Shah, D Koundal… - … Communications …, 2021 - Wiley Online Library
… The rapid developments in machine learning will result in efficient intelligent networks in 6G
… In previously mobile communication era, the users were really concerned about peak rate, …

Reinforcement-learning-enabled massive internet of things for 6G wireless communications

R Ali, I Ashraf, AK Bashir… - IEEE Communications …, 2021 - ieeexplore.ieee.org
… This article presents an RL-aware framework for next-generation wireless communications
to cope with such a situation in future technologies, 5G and beyond (6G) for IEEE 802.11 …

Artificial intelligence and wireless communications

J Wang, R Li, J Wang, Y Ge, Q Zhang, W Shi - Frontiers of Information …, 2020 - Springer
… (AI) and machine learning (ML) technologies in wireless commu… have become an enabler
in wireless communications to fulfill the … In this paper, we elaborate on several typical wireless

Interplay between RIS and AI in wireless communications: Fundamentals, architectures, applications, and open research problems

J Wang, W Tang, Y Han, S Jin, X Li… - … in Communications, 2021 - ieeexplore.ieee.org
… We provide a holistic overview of the joint AI and RIS enhanced wireless communication
Debbah, “Wireless networks design in the era of deep learning: Model-based, AI-based, or …