[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
… with artificial intelligence and realize the full potential of IoT … on the topic of machine learning
for wireless network design. The … , from machine learning and wireless communications, that …

Artificial intelligence enabled wireless networking for 5G and beyond: Recent advances and future challenges

CX Wang, M Di Renzo, S Stanczak… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
… B5G wireless networks. Our survey touches on different aspects of wireless network design
… , and network management and optimization. Then ML algorithms and applications to B5G …

Artificial intelligence to manage network traffic of 5G wireless networks

Y Fu, S Wang, CX Wang, X Hong… - IEEE network, 2018 - ieeexplore.ieee.org
… In this article, we investigate the new characteristics of 5G wireless network traffic and
discuss challenges they present for 5G traffic management. Potential solutions and research …

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
wireless networks, where the network operators employ advanced data analytics, machine
learning (ML), and artificial intelligence. … role of ML, artificial intelligence in making the system …

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
security threats. Although wireless network security … 2 Artificial intelligence based solutions …

Using artificial intelligence in routing schemes for wireless networks

J Barbancho, C León, FJ Molina… - Computer Communications, 2007 - Elsevier
… This paper attempts to encourage the use of artificial intelligence techniques in wireless
which introduces artificial intelligence techniques to measure the QoS supported by the network. …

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

The challenges of artificial intelligence in wireless networks for the Internet of Things: Exploring opportunities for growth

I Ahmad, S Shahabuddin, T Sauter… - IEEE Industrial …, 2020 - ieeexplore.ieee.org
wireless networks while ignoring the resulting challenges arising as a consequence. Therefore,
major challenges that result from using AI in wireless networks … of wireless networks. For …

Model-aided wireless artificial intelligence: Embedding expert knowledge in deep neural networks for wireless system optimization

A Zappone, M Di Renzo, M Debbah… - IEEE Vehicular …, 2019 - ieeexplore.ieee.org
… one of the main enablers for realizing artificial intelligence (AI). The current methodology in
… that implement this strategy to optimize wireless communication networks. In addition, we …

Artificial intelligence for UAV-enabled wireless networks: A survey

MA Lahmeri, MA Kishk… - IEEE Open Journal of the …, 2021 - ieeexplore.ieee.org
… The authors in [4] provided a tutorial for UAV-based wireless … in wireless communication
networks. For example, a tutorial on artificial neural networks (ANNs) for wireless networks is …