Machine learning techniques and a case study for intelligent wireless networks

H Yang, X Xie, M Kadoch - IEEE Network, 2020 - ieeexplore.ieee.org
… algorithms to address the above mentioned problems in intelligent wireless networks
applying machine learning techniques to solve the key challenges in intelligent wireless networks. …

Machine intelligence techniques for next-generation context-aware wireless networks

TE Bogale, X Wang, LB Le - arXiv preprint arXiv:1801.04223, 2018 - arxiv.org
… designing a tightly integrated network. Towards this … machine learning, data analytics and
natural language processing (NLP) techniques for enhancing the efficiency of wireless network

[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
… In a nutshell, this article constitutes one of the first holistic tutorials on the development of
machine learning techniques tailored to the needs of future wireless networks. …

The role of artificial intelligence and machine learning in wireless networks security: Principle, practice and challenges

M Waqas, S Tu, Z Halim, SU Rehman, G Abbas… - Artificial Intelligence …, 2022 - Springer
… First, we categorize and explain distinct aspects of AI that can address wireless network
Table 2 Machine learning techniques to detect malicious attack in network/cyber security …

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 …

A survey of machine learning techniques applied to self-organizing cellular networks

PV Klaine, MA Imran, O Onireti… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
… This paper focuses on the learning perspective of self-organizing networks (SON) solutions
… in cellular networks but also manages to classify each paper in terms of its learning solution, …

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

P Sarao - International Journal of Engineering Research and …, 2019 - academia.edu
… (like vehicular ad-hoc networks and wireless sensor networks), it is very … machine learning
techniques and deep learning techniques on diverse research areas including networking, …

Theory and techniques for “intellicise” wireless networks

P Zhang, M Peng, S Cui, Z Zhang, G Mao… - Frontiers of Information …, 2022 - Springer
… on the topic of wireless networking and communications. His research interests include
space-air-ground integrated networks, deep machine learning, intelligent radio resource …

Machine learning paradigms for next-generation wireless networks

C Jiang, H Zhang, Y Ren, Z Han… - IEEE Wireless …, 2016 - ieeexplore.ieee.org
… Against this background, we embark on investigating the family of learning techniques. …
-sized mobile terminals. This article reviewed the benefits of artificial intelligence aided wireless

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
techniques tailored to the needs of future wireless networks. … in wireless networks to imply
two key functions: 1) Intelligent and predictive data analytics, the ability of the wireless network