[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 …

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 …

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 …

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 …

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

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. …

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 and wireless communications

J Wang, R Li, J Wang, Y Ge, Q Zhang, W Shi - Frontiers of Information …, 2020 - Springer
… of AI in wireless networks, such as using wireless data to … wireless systems but also
defining future wireless networks. As shown in Section 7, the deep integration of AI and wireless

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 …