Deep learning in mobile and wireless networking: A survey

C Zhang, P Patras, H Haddadi - IEEE Communications surveys …, 2019 - ieeexplore.ieee.org
… is to resort to advanced machine learning techniques, in order … The recent success of deep
learning underpins new and … gap between deep learning and mobile and wireless networking

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 …

Deep learning for intelligent wireless networks: A comprehensive survey

Q Mao, F Hu, Q Hao - IEEE Communications Surveys & …, 2018 - ieeexplore.ieee.org
deep neural network to tolerate missing or distorted input data. This capability is important to
wireless networks … due to the channel fading, node mobility, and control channel failure. (2) …

[PDF][PDF] Machine learning and deep learning techniques on wireless networks

P Sarao - International Journal of Engineering Research and …, 2019 - academia.edu
… of machine learning and deep learning in wireless networks. Due to the dynamic behaviour
of network scenarios in several adhoc networks (… and mobility of nodes in wireless networks, …

Deep learning meets wireless network optimization: Identify critical links

L Liu, B Yin, S Zhang, X Cao… - … Transactions on Network …, 2018 - ieeexplore.ieee.org
… and mobile applications, wireless network optimization has seen a tremendous increase in
… to exploit deep learning for significant performance gain in wireless network optimization. …

Wireless networks design in the era of deep learning: Model-based, AI-based, or both?

A Zappone, M Di Renzo… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… Similarly, a standardization initiative for machine learning in future mobile networks has …
framework for machine learning in future networks, defining the integration of machine learning

Application of machine learning in wireless networks: Key techniques and open issues

Y Sun, M Peng, Y Zhou, Y Huang… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
… popular machine learning techniques utilized in wireless networks, … The applications of
machine learning in resource management are … In this section, machine learning based mobility

Artificial neural networks-based machine learning for wireless networks: A tutorial

M Chen, U Challita, W Saad, C Yin… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
… , next-generation wireless networks can leverage intelligent, … of machine learning (ML) notions
across the wireless core and … recent wireless networking paradigms, such as mobile edge …

[PDF][PDF] Machine learning for wireless networks with artificial intelligence: A tutorial on neural networks

M Chen, U Challita, W Saad, C Yin… - arXiv preprint arXiv …, 2017 - researchgate.net
… recent wireless networking paradigms such as mobile edge … the topic of machine learning
for wireless network design. The … , from machine learning and wireless communications, that …

Machine learning and deep learning methods for wireless network applications

ACH Chen, WK Jia, FJ Hwang, G Liu, F Song… - … and Networking, 2022 - Springer
… (3) “A fusion optimization algorithm of network element layout for indoor positioning,” by Xiao…
]; (4) “A 3D mobile positioning method based on deep learning for hospital applications,” by …