Planning wireless cellular networks of future: Outlook, challenges and opportunities

A Taufique, M Jaber, A Imran, Z Dawy, E Yacoub - IEEE Access, 2017 - ieeexplore.ieee.org
… -art challenges and identifying future trends, challenges, and … the problem of planning future
cellular networks in detail. To … the most challenging problems in wireless communications. …

On leveraging machine and deep learning for throughput prediction in cellular networks: Design, performance, and challenges

D Raca, AH Zahran, CJ Sreenan… - IEEE …, 2020 - ieeexplore.ieee.org
… improve performance of these applications. The scheduling algorithms in cellular networks
… This article explains how AI can be leveraged for accurate TP in cellular networks using …

Wireless-powered cellular networks: Key challenges and solution techniques

H Tabassum, E Hossain, A Ogundipe… - IEEE Communications …, 2015 - ieeexplore.ieee.org
… With emerging WPCNs, a true wireless network can be … design requirements of WPCNs,
this article first points out the key challenges of designing energy-harvesting cellular networks. …

A survey on coverage enhancement in cellular networks: Challenges and solutions for future deployments

R Borralho, A Mohamed, AU Quddus… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
… This section provided an overview on the main cellular network requirements. It establishes
a connection between them and coverage, showing the importance of the latter for a proper …

Green cellular networks: A survey, some research issues and challenges

Z Hasan, H Boostanimehr… - … surveys & tutorials, 2011 - ieeexplore.ieee.org
… entire network infrastructure. In this article, we present a brief survey of methods to improve
the power efficiency of cellular networks, explore some research issues and challenges and …

Quality of experience management in mobile cellular networks: key issues and design challenges

E Liotou, D Tsolkas, N Passas… - IEEE Communications …, 2015 - ieeexplore.ieee.org
… of mobile cellular networks. Our contribution lies in identifying the design challenges and …
cellular networks (eg GSM, UMTS, LTE/LTE-A). In this way, a better understanding of the …

Ultra-reliable low latency cellular networks: Use cases, challenges and approaches

H Chen, R Abbas, P Cheng… - IEEE …, 2018 - ieeexplore.ieee.org
… emerging applications, design challenges, and potential approaches in the design of ultra-…
To pinpoint major latency bottlenecks in current cellular networks, we showed a breakdown …

When machine learning meets wireless cellular networks: Deployment, challenges, and applications

U Challita, H Ryden, H Tullberg - IEEE Communications …, 2020 - ieeexplore.ieee.org
wireless applications. The main contribution of this article is to review the role of AI in wireless
networks. First… deploying AI functionalities in future networks. We discuss the distribution of …

Device-to-device communication in 5G cellular networks: challenges, solutions, and future directions

MN Tehrani, M Uysal… - IEEE Communications …, 2014 - ieeexplore.ieee.org
… for both users and operators. OVERVIEW OF D2D COMMUNICATION TYPES AND MAIN
TECHNICAL CHALLENGES In this article, we envision a two-tier 5G cellular network with so-…

Next generation M2M cellular networks: challenges and practical considerations

A Ali, W Hamouda, M Uysal - IEEE Communications Magazine, 2015 - ieeexplore.ieee.org
… In this article, we address the issues that facilitate the existence of cellular MTC including
the network architecture, the spectrum scarcity problem, and the device requirements. We …