Role of deep learning in wireless communications

W Yu, F Sohrabi, T Jiang - IEEE BITS the Information Theory …, 2022 - ieeexplore.ieee.org
… that in a wireless communication system involving a reconfigurable intelligent surface (RIS),
comprising of a larger number of reflective elements, a machine-learning approach that …

[引用][C] Applications of machine learning in wireless communications

R He, Z Ding - 2019 - Telecommunications

[图书][B] Wireless communications: principles and practice

TS Rappaport - 2024 - books.google.com
… readers learn the foundations of wireless communications. … of the wireless communications
industry, and the evolution of … at the dawn of the wireless communications era. I also wish to …

6G wireless communications networks: A comprehensive survey

M Alsabah, MA Naser, BM Mahmmod… - Ieee …, 2021 - ieeexplore.ieee.org
era with future 6G networks. 6G networks are expected to support wireless communications
… the role of machine learning techniques in supporting vehicular communication the works in …

Grand challenges in wireless communications

DB Da Costa, HC Yang - Frontiers in Communications and Networks, 2020 - frontiersin.org
… and the Internet, wireless communications fundamentally … the dominating theme of wireless
communications and recently … technical challenges to wireless communications. New service …

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