The way to apply machine learning to IoT driven wireless network from channel perspective

W Li, J Zhang, X Ma, Y Zhang, H Huang… - … Communications, 2019 - ieeexplore.ieee.org
… However, wireless communication faces the great challenges from the varying and fading
… the user experience rate in 4G era. Moreover, many types of data in 5G network should be …

Era of Deep Learning in Wireless Networking

U Kiramat - 2020 - eprints.rclis.org
… deep learning techniques in future wireless communication … Extensive motivation is given
for why deep learning based … and operation of future wireless communication networks, and …

Towards energy-efficient wireless networking in the big data era: A survey

X Cao, L Liu, Y Cheng, X Shen - IEEE Communications …, 2017 - ieeexplore.ieee.org
… for big data based learning methods offering the opportunities of … above energy-efficient
wireless communications, we shall focus … over wireless networks in the big data era due to high …

Ten challenges in advancing machine learning technologies toward 6G

N Kato, B Mao, F Tang, Y Kawamoto… - … Communications, 2020 - ieeexplore.ieee.org
communication systems. Various problems in terms of communication system, machine
learning … In this paper, we analyze machine learning techniques and introduce 10 most critical …

Rethinking blockchains in the internet of things era from a wireless communication perspective

H Wei, W Feng, Y Chen, CX Wang, N Ge - IEEE Network, 2020 - ieeexplore.ieee.org
… In wireless communications, communication reliability mainly depends on the transportation
strategy and bit error rate (BER). For a given modulation and coding scheme, BER is mainly …

Applications of Machine Learning in Wireless Communication: 5G and Beyond

R Devnikar, V Hendre - Future Trends in 5G and 6G, 2021 - api.taylorfrancis.com
… in wireless communication for 5G and Beyond. ML works efficiently at the different layers of
a wireless communication … Debbah, “Wireless networks design in the era of deep learning: …

Recent advances in data-driven wireless communication using gaussian processes: a comprehensive survey

K Chen, Q Kong, Y Dai, Y Xu, F Yin, L Xu… - … Communications, 2022 - ieeexplore.ieee.org
… machine learning for data-driven wireless communications, in … wireless communications
due to their interpretable learning … in the big data era,” IEEE Wireless Communications, vol. 25, …

Foundation study on wireless big data: Concept, mining, learning and practices

J Zhu, C Gong, S Zhang, M Zhao… - … communications, 2018 - ieeexplore.ieee.org
… , the wireless communications and wireless networks have entered a new era. Among them,
… We can make full use of the existing knowledge of wireless communication and wireless

[PDF][PDF] Milestones of Wireless Communication Networks and Technology Prospect of Next Generation (6G).

MH Alsharif, MS Hossain, A Jahid… - … Materials & Continua, 2022 - cdn.techscience.cn
… , are considered be a critical driver towards the new era of the wireless networks (6G). In
addition, … charging, and energy harvesting, and extensive use of machine learning to facilitate …

A big data enabled channel model for 5G wireless communication systems

J Huang, CX Wang, L Bai, J Sun, Y Yang… - … Transactions on Big …, 2018 - ieeexplore.ieee.org
… and bring 5G communications to the era of big … learning algorithms in wireless communications
and channel modeling. We propose a big data and machine learning enabled wireless