Deep learning in mobile and wireless networking: A survey

C Zhang, P Patras, H Haddadi - IEEE Communications surveys …, 2019 - ieeexplore.ieee.org
… The recent success of deep learning underpins new and … gap between deep learning and
mobile and wireless networking … -art in deep learning techniques with potential applications to …

Deep learning for wireless networking: The next frontier

Y Cheng, B Yin, S Zhang - IEEE Wireless Communications, 2021 - ieeexplore.ieee.org
… of mobile technology in the last decade, wireless networks … , more and more network resources
and features are … and management of the networks can be performed automatically and …

Deep learning for intelligent wireless networks: A comprehensive survey

Q Mao, F Hu, Q Hao - IEEE Communications Surveys & …, 2018 - ieeexplore.ieee.org
… datasets, faster and more intelligent learning algorithms, more flexible input … , deep learning
applications in wireless networks has drawn lots of interests. DL equips the wireless network

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

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

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
… Extensive motivation is given for why deep learning based on artificial neural networks will
… of future wireless communication networks, and our vision of how artificial neural networks

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
wireless networks can leverage intelligent, data-driven functions enabled by the integration
of machine learning (ML) notions across the wireless … how artificial neural networks (ANNs)-…

Deep learning meets wireless network optimization: Identify critical links

L Liu, B Yin, S Zhang, X Cao… - … Transactions on Network …, 2018 - ieeexplore.ieee.org
… how to exploit deep learning for significant performance gain in wireless network optimization.
… To this end, we design a deep learning framework to find the latent relationship between …

[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
machine learning solutions to endow wireless networks with … the topic of machine learning
for wireless network design. The … , from machine learning and wireless communications, that …

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
… are discussed with regard to machine learning based network … the popular machine learning
techniques utilized in wireless networks, … The applications of machine learning in resource …

Scope of machine learning applications for addressing the challenges in next‐generation wireless networks

RK Samanta, B Sadhukhan… - CAAI Transactions …, 2022 - Wiley Online Library
wireless network analysis is mentioned and briefly discussed in this paper. Machine learning
… , semisupervised and unsupervised based on the learning process. The availability of data …