Deep learning methods in communication systems: A review

F Liao, S Wei, S Zou - Journal of Physics: Conference Series, 2020 - iopscience.iop.org
With the rapid development of modern communication systems, the amount of data has
exploded, the system structure has become increasingly complex, and existing …

Communication-efficient and distributed learning over wireless networks: Principles and applications

J Park, S Samarakoon, A Elgabli, J Kim… - arXiv preprint arXiv …, 2020 - arxiv.org
Machine learning (ML) is a promising enabler for the fifth generation (5G) communication
systems and beyond. By imbuing intelligence into the network edge, edge nodes can …

Artificial intelligence for 6G networks: Technology advancement and standardization

MK Shehzad, L Rose, MM Butt… - IEEE Vehicular …, 2022 - ieeexplore.ieee.org
With the deployment of 5G networks, standards organizations have started working on the
design phase for 6G networks. 6G networks will be immensely complex, requiring more …

Five facets of 6G: Research challenges and opportunities

LH Shen, KT Feng, L Hanzo - ACM Computing Surveys, 2023 - dl.acm.org
While the fifth-generation systems are being rolled out across the globe, researchers have
turned their attention to the exploration of radical next-generation solutions. At this early …

[引用][C] Fundamentals of communication networks

S Mao - Cognitive Radio Communications and Networks, 2010 - Elsevier

[图书][B] Networks of the Future: Architectures, Technologies, and Implementations

M Elkhodr, QF Hassan, S Shahrestani - 2017 - books.google.com
With the ubiquitous diffusion of the IoT, Cloud Computing, 5G and other evolved wireless
technologies into our daily lives, the world will see the Internet of the future expand ever …

[引用][C] Guest editorial: Deep learning‐based intelligent communication systems: Using big data analytics

R Sharma, Q Xin, P Siarry, WC Hong - IET Communications, 2022 - Wiley Online Library
Deep learning and big data analytics can be attributed to recent trends and opportunities in
many research activities and areas such as bioinformatics, beyond 5G and 6G …

Artificial intelligence enabled wireless networking for 5G and beyond: Recent advances and future challenges

CX Wang, M Di Renzo, S Stanczak… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
5G wireless communication networks are currently being deployed, and B5G networks are
expected to be developed over the next decade. AI technologies and, in particular, ML have …

Deep learning for wireless networking: The next frontier

Y Cheng, B Yin, S Zhang - IEEE Wireless Communications, 2021 - ieeexplore.ieee.org
With the growth of mobile technology in the last decade, wireless networks have become an
integral part of our everyday lives. To meet the increasingly stringent application …

Coexistence and interference mitigation for WPANs and WLANs from traditional approaches to deep learning: A review

D Chen, Y Zhuang, J Huai, X Sun, X Yang… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
More and more devices, such as Bluetooth and IEEE 802.15. 4 devices forming Wireless
Personal Area Networks (WPANs) and IEEE 802.11 devices constituting Wireless Local …