When 5G meets deep learning: a systematic review

GL Santos, PT Endo, D Sadok, J Kelner - Algorithms, 2020 - mdpi.com
This last decade, the amount of data exchanged on the Internet increased by over a
staggering factor of 100, and is expected to exceed well over the 500 exabytes by 2020. This …

Self-organizing networks for 5g and beyond: A view from the top

AG Papidas, GC Polyzos - Future Internet, 2022 - mdpi.com
We describe self-organizing network (SON) concepts and architectures and their potential to
play a central role in 5G deployment and next-generation networks. Our focus is on the basic …

From 5G to 6G technology: meets energy, internet-of-things and machine learning: a survey

MN Mahdi, AR Ahmad, QS Qassim, H Natiq… - Applied Sciences, 2021 - mdpi.com
Due to the rapid development of the fifth-generation (5G) applications, and increased
demand for even faster communication networks, we expected to witness the birth of a new …

通信人工智能的下一个十年

欧阳晔, 王立磊, 杨爱东, 马利克, 萨哈, 大卫… - 电信 …, 2021 - infocomm-journal.com
移动通信技术走过了37 年的发展历程, 人工智能技术也已走过了64 年的发展历程.
从早期的各自独立演进, 到5G 与人工智能开始深度融合发展,“5G 与人工智能” …

The next decade of telecommunications artificial intelligence

Y Ouyang, L Wang, A Yang, M Shah… - arXiv preprint arXiv …, 2021 - arxiv.org
It has been an exciting journey since the mobile communications and artificial intelligence
were conceived 37 years and 64 years ago. While both fields evolved independently and …

Anomaly Detection in Self-Organizing Mobile Networks Motivated by Quality of Experience

S Caleb, SJJ Thangaraj - 2023 Fifth International Conference …, 2023 - ieeexplore.ieee.org
In today's self-organizing mobile communication networks, the approaches that are used for
anomaly detection use network-centric tactics to find faulty service nodes. These methods …

Machine Learning-based Cellular Traffic Prediction Using Data Reduction Techniques

H Nashaat, NH Mohammed, SM Abdel-Mageid… - IEEE …, 2024 - ieeexplore.ieee.org
Estimating and analyzing traffic patterns become essential in managing Quality of Service
(QoS) metrics while assessing internet data traffic in cellular networks. Cellular network …

5G heterogeneous network (HetNets): a self-optimization technique for vertical handover management

K Kiran - International Journal of Pervasive Computing and …, 2023 - emerald.com
Purpose Vertical handover has been grown rapidly due to the mobility model improvements.
These improvements are limited to certain circumstances and do not provide the support in …

6G Network Operation Support System

Y Ouyang, Y Zhang, X Ye, Y Liu, X Wang, J Sun… - arXiv preprint arXiv …, 2023 - arxiv.org
6G is the next-generation intelligent and integrated digital information infrastructure,
characterized by ubiquitous interconnection, native intelligence, multi-dimensional …

Investigation into user-centric QoE and network-centric parameters for YouTube service on mobile networks

P Anchuen, P Uthansakul - … of the 7th International Conference on …, 2019 - dl.acm.org
The number of users on mobile networks has continuously increased due to many attractive
multimedia services. According to this reason, the service operators have to regularly …