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

M Elsayed, M Erol-Kantarci - IEEE Vehicular Technology …, 2019 - ieeexplore.ieee.org
Open Issues and Future Directions 6G will have greater complexity than the preceding
generations of wireless networks, which will introduce the need for intelligent mechanisms to …

Reinforcement learning for context awareness and intelligence in wireless networks: Review, new features and open issues

KLA Yau, P Komisarczuk, PD Teal - … of Network and Computer Applications, 2012 - Elsevier
wireless networks. We discuss how several wireless network schemes have been approached
… RL to provide network performance enhancement, and also open issues associated with …

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
… that can address wireless network security threats. Although wireless network security threats
… Furthermore, we also present several open problems for security measurements that need …

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
wireless communication, which are classified as: resource management in the MAC layer,
networking and mobility management in the network … devices and intelligent applications, such …

Distributed intelligence in wireless networks

X Liu, J Yu, Y Liu, Y Gao, T Mahmoodi… - … Open Journal of the …, 2023 - ieeexplore.ieee.org
… the challenges of existing research contributions in distributed intelligence in wireless networks
and … Finally, we identify the existing challenges and potential opportunities for achieving …

Intelligent reflective surfaces for wireless networks: An overview of applications, approached issues, and open problems

D Perez-Adan, O Fresnedo, JP Gonzalez-Coma… - Electronics, 2021 - mdpi.com
… We also describe the open problems and main challenges related to this technology. The …
open issues and the future research lines for wireless communication IRS-assisted systems. …

Genetic algorithms in wireless networking: techniques, applications, and issues

U Mehboob, J Qadir, S Ali, A Vasilakos - Soft Computing, 2016 - Springer
… The design of wireless networking is challenging due to the highly dynamic environmental …
wireless networking standards increasingly rely on machine learning and artificial intelligence

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
… Then ML algorithms and applications to B5G networks are reviewed, followed by an … to B5G
networks. We conclude this study with future challenges on applying AI/ML to B5G networks. …

Wireless network intelligence at the edge

J Park, S Samarakoon, M Bennis… - Proceedings of the …, 2019 - ieeexplore.ieee.org
… to address a myriad of fundamental challenges, including the ML-communication codesign,
while accounting for on-device constraints and wireless channel characteristics. From a …