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 …

[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 …

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)-…

Machine learning in wireless sensor networks: Algorithms, strategies, and applications

MA Alsheikh, S Lin, D Niyato… - … Surveys & Tutorials, 2014 - ieeexplore.ieee.org
… resource utilization and prolong the lifespan of the network. In this paper, we present …
machine learning methods that were used to address common issues in wireless sensor networks (…

Machine learning techniques and a case study for intelligent wireless networks

H Yang, X Xie, M Kadoch - IEEE Network, 2020 - ieeexplore.ieee.org
machine learning techniques and present their potential applications in intelligent wireless
… Furthermore, we propose deep reinforcement learning for intelligent resource management …

Machine learning paradigms for next-generation wireless networks

C Jiang, H Zhang, Y Ren, Z Han… - IEEE Wireless …, 2016 - ieeexplore.ieee.org
wireless systems equipped with machine learning. We introduced the major families of machine
learning … in the context of next-generation networks, including massive MIMOs, the smart …

Thirty years of machine learning: The road to Pareto-optimal wireless networks

J Wang, C Jiang, H Zhang, Y Ren… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
networks. In Section VI, we introduce some typical deep learning algorithms and their
applications in wireless networks. Some future research ideas and our conclusions are provided in …

[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 (…

Machine learning for wireless sensor networks security: An overview of challenges and issues

R Ahmad, R Wazirali, T Abu-Ain - Sensors, 2022 - mdpi.com
… This paper provides a convenient reference for wireless sensor network infrastructure and
… from machine learning algorithms by reducing the security costs of wireless sensor networks

Big data analytics, machine learning, and artificial intelligence in next-generation wireless networks

MG Kibria, K Nguyen, GP Villardi, O Zhao… - IEEE …, 2018 - ieeexplore.ieee.org
Machine learning (ML) and AI can help in uncovering the unknown properties of wireless
networks… inspection, and suggest novel ways to optimize network deployments and operations. …