Transfer learning promotes 6G wireless communications: Recent advances and future challenges

M Wang, Y Lin, Q Tian, G Si - IEEE Transactions on Reliability, 2021 - ieeexplore.ieee.org
wireless communication fields, such as base stations/access points switching, indoor
wireless localization and intrusion detection in wireless … 4) Technology development and era

Terahertz wireless communications for 2030 and beyond: A cutting-edge frontier

Z Chen, C Han, Y Wu, L Li, C Huang… - … Communications …, 2021 - ieeexplore.ieee.org
… ML-/DL-enabled techniques to learn the mobility of users and blockage open a new era of
user-trajectory-based beam tracking and blockage prediction methods for future mobile THz …

Communications in the 6G era

H Viswanathan, PE Mogensen - IEEE access, 2020 - ieeexplore.ieee.org
communication can be achieved through learning techniques. Moving from AI for 5G to AI
native 6G, we expect that various forms of learning … domains of wireless communication, and …

Learn to cache: Machine learning for network edge caching in the big data era

Z Chang, L Lei, Z Zhou, S Mao… - … Communications, 2018 - ieeexplore.ieee.org
… In this work, we examine the potentials and challenges of utilizing machine learning in …
proposed for wireless networks. Moreover, we leverage machine-learningbased approaches for …

Machine learning in 6G wireless communications

T Ohtsuki - IEICE Transactions on Communications, 2023 - search.ieice.org
… than ever in 6G wireless communications with the above extreme … wireless communications.
This paper introduces some ML techniques and applications in 6G wireless communications

Scalable learning paradigms for data-driven wireless communication

Y Xu, F Yin, W Xu, CH Lee, J Lin… - IEEE Communications …, 2020 - ieeexplore.ieee.org
… -driven wireless communications to … learning algorithms at each individual node can be
further improved through knowledge transfer. First of all, in the field of wireless communication, tra…

An overview of wireless communication technology using deep learning

J Jiao, X Sun, L Fang, J Lyu - China Communications, 2021 - ieeexplore.ieee.org
With the development of 5G, the future wireless communication network tends to be more … of
communication in the future such as super-heterogeneous network, multiple communication

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
… The actual use of mmWave frequencies to gain access to new spectrum at higher frequency
bands has defined a new era of wireless communications [150], [151]. Nevertheless, a …

A study on the adoption of wireless communication in big data analytics using neural networks and deep learning

P Rohini, S Tripathi, CM Preeti… - 2022 2nd …, 2022 - ieeexplore.ieee.org
Wireless communication is a means of transmitting data from one point to another without …
at an accelerating rate, bringing in the era of big data. Machine learning has been applied in a …

At the Dawn of Generative AI Era: A tutorial-cum-survey on new frontiers in 6G wireless intelligence

A Celik, AM Eltawil - … Open Journal of the Communications …, 2024 - ieeexplore.ieee.org
… foundational learning paradigms: 1) supervised learning … categories, 2) unsupervised
learning seeks patterns in … , a flourishing era in GenAI-driven wireless communication and …