[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
… and user behavior so as to provide users’ information for solving diverse wireless
networking problems such as cell association, spectrum management, computational resource …

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
… AI in wireless networks while ignoring the resulting challenges arising as a consequence.
Therefore, major challenges that result from using AI in wireless networks … ing the challenges is …

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 threats are well investigated in different …

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
… for 5G networks will present significant technical challenges. In … new characteristics of 5G
wireless network traffic and discuss … challenges in 5G wireless traffic caused by new scenarios, …

AI-enabled future wireless networks: Challenges, opportunities, and open issues

M Elsayed, M Erol-Kantarci - IEEE Vehicular Technology …, 2019 - ieeexplore.ieee.org
Artificial intelligence (AI) is emerging as a fundamental enabler to orchestrate … the
performance of wireless networks. In addition, we identify challenges and open issues to provide a …

Artificial intelligence-based techniques for emerging heterogeneous network: State of the arts, opportunities, and challenges

X Wang, X Li, VCM Leung - IEEE Access, 2015 - ieeexplore.ieee.org
… Abstract—Recently, mobile networking systems have been designed with more complexity
of infrastructure and higher diversity of associated devices and resources, as well as more …

Intelligent wireless networks: challenges and future research topics

M Abusubaih - Journal of Network and Systems Management, 2022 - Springer
… Recently, artificial intelligence (AI) … machine learning (ML) has extended to wireless networks
that are constantly evolving. This enables better operation and management of 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
… This paper concludes with a discussion of challenges and the benefits of adopting big
data analytics, ML, and artificial intelligence in the nextgeneration communication systems. …

Coverage, deployment and localization challenges in wireless sensor networks based on artificial intelligence techniques: a review

W Osamy, AM Khedr, A Salim, AI Al Ali… - IEEE Access, 2022 - ieeexplore.ieee.org
… widespread adoption of Wireless Sensor Network (WSN) … challenges in WSN concerning
Artificial Intelligence (AI) … methods with respect to different WSN challenges. Then, we provide a …