Machine learning for intelligent-reflecting-surface-based wireless communication towards 6G: A review

MAS Sejan, MH Rahman, BS Shin, JH Oh, YH You… - Sensors, 2022 - mdpi.com
wireless communication. The literature published in recent years suggests that, for 6G, the
main ideas are terahertz communication, … new paradigm for wireless communication in the 6G […

6G Visions: Mobile ultra-broadband, super internet-of-things, and artificial intelligence

L Zhang, YC Liang, D Niyato - China Communications, 2019 - ieeexplore.ieee.org
… development of wireless communications into consideration, … next few years and will become
mature in 6G era [10], [11]. 1) … in the deep learning for wireless communications lies in the …

Reconfigurable-intelligent-surface empowered wireless communications: Challenges and opportunities

X Yuan, YJA Zhang, Y Shi, W Yan… - … wireless communications, 2021 - ieeexplore.ieee.org
… This is achieved by the joint design of distributed learning and IRS-aided wireless … in
enhancing wireless communications, will play an indispensable role in the 5G-and-beyond era. …

State-of-the-art in PHY layer deep learning for future wireless communication systems and networks

K Koufos, K El Haloui, C Zhou… - Deep Learning and …, 2023 - taylorfrancis.com
… applied to wireless communication networks is to consider the employed learning method
… Debbah, Wireless networks design in the era of deep learning: Modelbased, AI- based, or …

A comprehensive review on artificial intelligence/machine learning algorithms for empowering the future IoT toward 6G era

MR Mahmood, MA Matin, P Sarigiannidis… - IEEE …, 2022 - ieeexplore.ieee.org
Wireless communication has been serving the world with a plethora of technological
inventions from the time of the discovery of cellular frequency reuse [1]. The evolution of …

6G wireless communication systems: Applications, requirements, technologies, challenges, and research directions

MZ Chowdhury, M Shahjalal, S Ahmed… - … of the Communications …, 2020 - ieeexplore.ieee.org
… future 6G wireless communication and its … communications, wireless optical technology,
free-space optical network, blockchain, three-dimensional networking, quantum communications

Innovative research on english teaching model based on artificial intelligence and wireless communication

Y Wang, KS Na - International journal of reliability, quality and safety …, 2022 - World Scientific
… industrial revolution era. The knowledge … learning environment, is considered an indicator
of student success. 25 Due to the ever-increasing number of wireless users and new wireless

Age of information in SWIPT-enabled wireless communication system for 5GB

TDP Perera, DNK Jayakody, I Pitas… - … Communications, 2020 - ieeexplore.ieee.org
… After the era of 4G/IMT, the fifth generation (5G) wireless communication is proposed to be
… Thus, incorporating machine learning techniques, that is, reinforcement learning algorithms, …

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

CX Wang, M Di Renzo, S Stanczak… - … Communications, 2020 - ieeexplore.ieee.org
… of wireless communication channels, especially in B5G scenarios. ML techniques may
automatically extract the unknown channel information by learning from the communication data …

Evolutionary learning of link allocation algorithms for 5g heterogeneous wireless communications networks

D Lynch, T Saber, S Kucera, H Claussen… - Proceedings of the …, 2019 - dl.acm.org
Wireless communications networks are operating at breaking point during an era of relentless
tra c growth. Network operators must utilize scarce and expensive wireless spectrum e …