Comprehensive survey on self-organizing cellular network approaches applied to 5G networks
Abstract Self-Organizing Network (SON) stands for a key concept characterizing the
behavior of the future mobile networks. The evolution of telecom infrastructures towards 5G …
behavior of the future mobile networks. The evolution of telecom infrastructures towards 5G …
[HTML][HTML] The role of artificial intelligence driven 5G networks in COVID-19 outbreak: Opportunities, challenges, and future outlook
There is no doubt that the world is currently experiencing a global pandemic that is
reshaping our daily lives as well as the way business activities are being conducted. With …
reshaping our daily lives as well as the way business activities are being conducted. With …
Mobility management in emerging ultra-dense cellular networks: A survey, outlook, and future research directions
The exponential rise in mobile traffic originating from mobile devices highlights the need for
making mobility management in future networks even more efficient and seamless than ever …
making mobility management in future networks even more efficient and seamless than ever …
Impacts of mobility models on RPL-based mobile IoT infrastructures: An evaluative comparison and survey
B Safaei, A Mohammadsalehi, KT Khoosani… - IEEE …, 2020 - ieeexplore.ieee.org
With the widespread use of IoT applications and the increasing trend in the number of
connected smart devices, the concept of routing has become very challenging. In this …
connected smart devices, the concept of routing has become very challenging. In this …
A vision towards integrated 6G communication networks: Promising technologies, architecture, and use-cases
The evolution of the previous mobile communication generations has led to innovative goals
of the Internet of Everything (IoE) in the 5G. However, addressing all IoE-associated …
of the Internet of Everything (IoE) in the 5G. However, addressing all IoE-associated …
SyntheticNET: A 3GPP compliant simulator for AI enabled 5G and beyond
The rapid evolution of cellular system design towards 5G and beyond gives rise to a need
for investigation of the new features, design proposals and solutions in realistic settings for …
for investigation of the new features, design proposals and solutions in realistic settings for …
An efficient energy-saving scheme using genetic algorithm for 5G heterogeneous networks
Energy-saving (ES) is becoming one of the most challenging tasks that fifth-generation (5G)
tends to tackle. The problem of identifying the optimal set cells to be turned off is …
tends to tackle. The problem of identifying the optimal set cells to be turned off is …
Energy-efficient ultra-dense 5G networks: recent advances, taxonomy and future research directions
The global surge of connected devices and multimedia services necessitates increased
capacity and coverage of communication networks. One approach to address the …
capacity and coverage of communication networks. One approach to address the …
What machine learning predictor performs best for mobility prediction in cellular networks?
H Gebrie, H Farooq, A Imran - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
It is envisaged that the future cellular networks (5G) will be able to meet the promising
capacity and quality of experience requirements through extreme network densification and …
capacity and quality of experience requirements through extreme network densification and …
Deep reinforcement learning-based mobility-aware robust proactive resource allocation in heterogeneous networks
J Li, X Zhang, J Zhang, J Wu, Q Sun… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Proactive resource allocation (PRA) is an essential technology boosting intelligent
communication, as it can make full use of prediction and significantly improve network …
communication, as it can make full use of prediction and significantly improve network …