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

M Elsayed, M Erol-Kantarci - IEEE Vehicular Technology …, 2019 - ieeexplore.ieee.org
… ’s highly dynamic channel, traffic, and mobility conditions contribute to the challenges. In …
the performance of wireless networks. In addition, we identify challenges and open issues to …

Big data analytics for large-scale wireless networks: Challenges and opportunities

HN Dai, RCW Wong, H Wang, Z Zheng… - ACM Computing …, 2019 - dl.acm.org
… to the unique research challenges that are different from … BDA) approaches for large-scale
wireless networks. In particular, we … to the challenges in BDA for large-scale wireless networks

Physical-layer security of 5G wireless networks for IoT: Challenges and opportunities

N Wang, P Wang, A Alipour-Fanid… - IEEE internet of things …, 2019 - ieeexplore.ieee.org
… facing both new challenges and opportunities when we consider the uniqueness of 5G
technologies in IoT networks. On the one hand, new 5G wireless techniques bring some new and …

Routing in wireless sensor networks using machine learning techniques: Challenges and opportunities

P Nayak, GK Swetha, S Gupta, K Madhavi - Measurement, 2021 - Elsevier
… In this section, we discuss various challenges in Wireless Sensor Networks that are handled
by machine learning techniques. We have classified WSN challenges into 3 types. These …

Wireless backhaul in 5G and beyond: Issues, challenges and opportunities

B Tezergil, E Onur - IEEE Communications Surveys & Tutorials, 2022 - ieeexplore.ieee.org
… the challenges related to wireless backhaul in 5G. We also mention the opportunities made
possible by wireless … We briefly mention the security aspects of wireless backhauling and …

Reconfigurable intelligent surfaces for wireless communications: Principles, challenges, and opportunities

MA ElMossallamy, H Zhang, L Song… - … and Networking, 2020 - ieeexplore.ieee.org
… surfaces (RIS) in wireless networks to create smart radio … wireless networks and discuss
potential research directions. … important component in future wireless networks. However, …

Generative-adversarial-network-based wireless channel modeling: Challenges and opportunities

Y Yang, Y Li, W Zhang, F Qin, P Zhu… - IEEE Communications …, 2019 - ieeexplore.ieee.org
In modern wireless communication systems, wireless channel modeling has … network (GAN)
framework is proposed for the first time to address the problem of autonomous wireless

Reconfigurable-intelligent-surface empowered wireless communications: Challenges and opportunities

X Yuan, YJA Zhang, Y Shi, W Yan… - IEEE wireless …, 2021 - ieeexplore.ieee.org
… Due to the unique advantages in enhancing wireless channel capacity, RISs have recently
… physical-layer challenges for the incorporation of RISs into wireless networks, namely, …

Optical wireless hybrid networks: Trends, opportunities, challenges, and research directions

MZ Chowdhury, MK Hasan, M Shahjalal… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
… The opportunities brought by hybrid systems are presented in detail. We outline … challenges
that need to be addressed for successful deployment of optical wireless hybrid network

A tutorial on UAVs for wireless networks: Applications, challenges, and open problems

M Mozaffari, W Saad, M Bennis… - … surveys & tutorials, 2019 - ieeexplore.ieee.org
opportunities and challenges in deploying UAVs as flying wireless base stations that
complement emerging wireless … -UEs that use existing wireless infrastructure, with emphasis on …