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
learning algorithms along with their applications in future wireless networks are introduced,
such as Q-learning for the … in downlink femtocell networks and Bayesian learning for channel …

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

MA Alsheikh, S Lin, D Niyato… - … Surveys & Tutorials, 2014 - ieeexplore.ieee.org
learning techniques are presented. Our work discusses machine learning algorithms based
… to encourage the adoption of existing machine learning solutions in WSN applications. Lastly…

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
… by the integration of machine learning (ML) notions across the wireless core and edge …
networks (ANNs)-based ML algorithms can be employed for solving various wireless networking

Machine learning algorithms for wireless sensor networks: A survey

DP Kumar, T Amgoth, CSR Annavarapu - Information Fusion, 2019 - Elsevier
learning is one of the most important data processing approaches in ML. In supervised learning,
we … A major responsibilities of supervised learning algorithms are to generate the model …

Machine learning paradigms for next-generation wireless networks

C Jiang, H Zhang, Y Ren, Z Han… - IEEE Wireless …, 2016 - ieeexplore.ieee.org
… In this article, we will introduce the basic concept of machine learning algorithms and the
corresponding applications according to the category of supervised, unsupervised, and …

Machine learning techniques and a case study for intelligent wireless networks

H Yang, X Xie, M Kadoch - IEEE Network, 2020 - ieeexplore.ieee.org
… major families of machine learning algorithms and discussed their potential applications
in the context of intelligent wireless networks, in order to facilitate future networks with high-level …

Deep learning for intelligent wireless networks: A comprehensive survey

Q Mao, F Hu, Q Hao - IEEE Communications Surveys & …, 2018 - ieeexplore.ieee.org
… amount of networkwireless networks with many nodes and dynamic link quality. This paper
performs a comprehensive survey of the applications of DL algorithms for different network

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

R Ahmad, R Wazirali, T Abu-Ain - Sensors, 2022 - mdpi.com
… reference for wireless sensor network infrastructure and the … learning algorithms by reducing
the security costs of wireless … to adapting machine learning algorithms to the capabilities of …

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

P Sarao - International Journal of Engineering Research and …, 2019 - academia.edu
… deep learning and machine learning algorithms and strategies in wireless networks and find
… a system that detects, predicts and recovers from abnormal situations on wireless networks. …

A machine learning-based algorithm for joint scheduling and power control in wireless networks

X Cao, R Ma, L Liu, H Shi, Y Cheng… - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
learning algorithms in solving network resource allocation problems. In future work, we
will … into the learning algorithms and design neural networks adapted to wireless networks. …