Machine learning for physical layer in 5G and beyond wireless networks: A survey

J Tanveer, A Haider, R Ali, A Kim - Electronics, 2021 - mdpi.com
Fifth-generation (5G) technology will play a vital role in future wireless networks. The
breakthrough 5G technology will unleash a massive Internet of Everything (IoE), where …

Machine learning paradigms for next-generation wireless networks

C Jiang, H Zhang, Y Ren, Z Han… - IEEE Wireless …, 2016 - ieeexplore.ieee.org
Next-generation wireless networks are expected to support extremely high data rates and
radically new applications, which require a new wireless radio technology paradigm. The …

[图书][B] Handbook of wireless networks and mobile computing

I Stojmenovic - 2002 - Wiley Online Library
The past five decades have witnessed startling advances in computing and communication
technologies that were stimulated by the availability of faster, more reliable, and cheaper …

Riding the data tsunami in the cloud: myths and challenges in future wireless access

J Zander, P Mähönen - IEEE Communications Magazine, 2013 - ieeexplore.ieee.org
Data rates of mobile communications have increased dramatically during the last decade.
The industry predicts an exponential increase of data traffic that would correspond to a 1000 …

Massive machine-type communications in 5G: Physical and MAC-layer solutions

C Bockelmann, N Pratas, H Nikopour… - IEEE …, 2016 - ieeexplore.ieee.org
MTC are expected to play an essential role within future 5G systems. In the FP7 project
METIS, MTC has been further classified into mMTC and uMTC. While mMTC is about …

AI-enabled future wireless networks: Challenges, opportunities, and open issues

M Elsayed, M Erol-Kantarci - IEEE Vehicular Technology …, 2019 - ieeexplore.ieee.org
An expected plethora of demanding services and use cases mandates a revolutionary shift
in the way future wireless network resources are managed. Indeed, when application …

6G wireless networks: Vision, requirements, architecture, and key technologies

Z Zhang, Y Xiao, Z Ma, M Xiao, Z Ding… - IEEE vehicular …, 2019 - ieeexplore.ieee.org
A key enabler for the intelligent information society of 2030, 6G networks are expected to
provide performance superior to 5G and satisfy emerging services and applications. In this …

Towards 6G hyper-connectivity: Vision, challenges, and key enabling technologies

H Lee, B Lee, H Yang, J Kim, S Kim… - Journal of …, 2023 - ieeexplore.ieee.org
Technology forecasts anticipate a new era in which massive numbers of humans, machines,
and things are connected to wireless networks to sense, process, act, and communicate with …

6G technologies: Key drivers, core requirements, system architectures, and enabling technologies

B Zong, C Fan, X Wang, X Duan… - IEEE Vehicular …, 2019 - ieeexplore.ieee.org
The key drivers of 6G result not only from the challenges and performance limits that 5G
presents but also from the technology-driven paradigm shift and the continuous evolution of …

From 5G to beyond 5G: A comprehensive survey of Wireless network evolution, challenges, and promising technologies

A Sufyan, KB Khan, OA Khashan, T Mir, U Mir - Electronics, 2023 - mdpi.com
The histrionic growth of mobile subscribers, disruptive ecosystems such as IoT-based
applications, and astounding channel capacity requirements to connect trillions of devices …