W Jiang, M Strufe, HD Schotten - 2017 IEEE 28th Annual …, 2017 - ieeexplore.ieee.org
Until now, mobile networks are still managed in a manual and semi-automatic manner, which are costly and time-consuming. For the forthcoming Fifth Generation (5G) system, its …
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 …
G Stamatelatos, A Sgora… - 2022 Global Information …, 2022 - ieeexplore.ieee.org
Self-Organizing Networks (SON) was proposed as a concept to improve network management via automating certain operations. The evolution of wireless systems to the fifth …
H Fourati, R Maaloul, L Chaari - 2019 Global Information …, 2019 - ieeexplore.ieee.org
SON is an interesting topic in today's cellular networks. Indeed, heterogeneous networks, ultra-dense deployments and diverse Radio Access Technologies in the same operating …
B Keshavamurthy, M Ashraf - 2016 International Conference …, 2016 - ieeexplore.ieee.org
Self-Organizing Networks (SONs) are being researched extensively in the existing 3G and 4G landscape primarily to facilitate a convenient yet cost-effective approach in the …
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 …
The quest for autonomous mobile networks introdu-ces the need for fully native support for Network Intelligence (NI) algorithms, typically based on Artificial Intelligence tools like …
Next-generation mobile networks are expected to flaunt highly (if not fully) automated management. To achieve such a vision, Artificial Intelligence (AI) and Machine Learning …
While there is a clear trend towards network automation through the usage of Artificial Intelligence (AI) and Machine Learning (ML) solutions, the major reference network …