From 4G to 5G: Self-organized network management meets machine learning

J Moysen, L Giupponi - Computer Communications, 2018 - Elsevier
Self-organization as applied to cellular networks is usually referred to Selforganizing
Networks (SONs), and it is a key driver for improving Operations, Administration, and …

Comprehensive survey on self-organizing cellular network approaches applied to 5G networks

H Fourati, R Maaloul, L Chaari, M Jmaiel - Computer Networks, 2021 - Elsevier
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 …

Self-organizing networks in 3GPP: standardization and future trends

L Jorguseski, A Pais, F Gunnarsson… - IEEE …, 2014 - ieeexplore.ieee.org
Self-Organizing Networks (SON) is a common term for mobile network automation, critical to
the cost-efficient deployment, operation and maintenance of mobile networks. This article …

[HTML][HTML] 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 …

A survey of machine learning techniques applied to self-organizing cellular networks

PV Klaine, MA Imran, O Onireti… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
In this paper, a survey of the literature of the past 15 years involving machine learning (ML)
algorithms applied to self-organizing cellular networks is performed. In order for future …

Challenges in 5G: how to empower SON with big data for enabling 5G

A Imran, A Zoha, A Abu-Dayya - IEEE network, 2014 - ieeexplore.ieee.org
While an al dente character of 5G is yet to emerge, network densification, miscellany of node
types, split of control and data plane, network virtualization, heavy and localized cache …

[图书][B] LTE self-organising networks (SON): network management automation for operational efficiency

S Hämäläinen, H Sanneck, C Sartori - 2012 - books.google.com
Covering the key functional areas of LTE Self-Organising Networks (SON), this book
introduces the topic at an advanced level before examining the state-of-the-art concepts …

[图书][B] Self-organizing networks: self-planning, self-optimization and self-healing for GSM, UMTS and LTE

J Ramiro, K Hamied - 2011 - books.google.com
With the current explosion in network traffic, and mounting pressure on operators' business
case, Self-Organizing Networks (SON) play a crucial role. They are conceived to minimize …

[PDF][PDF] Self-organizing networks (SON) in 3GPP long term evolution

S Feng, E Seidel - Nomor Research GmbH, Munich, Germany, 2008 - 3g4g.co.uk
As every mobile network, LTE (Long Term Evolution) system also needs to be managed.
Since LTE is an evolvement of UMTS, the management should also evolve from UMTS …

A comprehensive survey on 6G and beyond: Enabling technologies, opportunities of machine learning and challenges

AT Jawad, R Maaloul, L Chaari - Computer Networks, 2023 - Elsevier
Multiple nations are now in the process of launching 5G mobile networks. All of the telecoms
industry has been revolutionized by the concept of 5G networks. Since late 2018 …