Redirigiendo al acceso original de articulo en 22 segundos...
Inicio  /  Future Internet  /  Vol: 14 Par: 3 (2022)  /  Artículo
ARTÍCULO
TITULO

Self-Organizing Networks for 5G and Beyond: A View from the Top

Andreas G. Papidas and George C. Polyzos    

Resumen

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 SON use case applied to radio access networks (RAN), which is self-optimization. We analyze SON applications? rationale and operation, the design and dimensioning of SON systems, possible deficiencies and conflicts that occur through the parallel operation of functions, and describe the strong reliance on machine learning (ML) and artificial intelligence (AI). Moreover, we present and comment on very recent proposals for SON deployment in 5G networks. Typical examples include the binding of SON systems with techniques such as Network Function Virtualization (NFV), Cloud RAN (C-RAN), Ultra-Reliable Low Latency Communications (URLLC), massive Machine-Type Communication (mMTC) for IoT, and automated backhauling, which lead the way towards the adoption of SON techniques in Beyond 5G (B5G) networks.

 Artículos similares

       
 
Augusto Rafael Garrido-Arévalo, Luis Mauricio Agudelo-Otálora, Nelson Obregón-Neira, Victor Garrido-Arévalo, Edgar Eduardo Quiñones-Bolaños, Parisa Naraei, Mehrab Mehrvar and Ciro Fernando Bustillo-Lecompte    
An assessment of the rainfall station distribution in the mountainous area of the Regional Autonomous Corporation of Cundinamarca (CAR, for its acronym in Spanish), Colombia, was conducted by applying concepts from information entropy and artificial neur... ver más
Revista: Water

 
Hirokazu Madokoro, Kazuhito Sato and Nobuhiro Shimoi    
This paper presents a vision-based indoor scene recognition method from aerial time-series images obtained using a micro air vehicle (MAV). The proposed method comprises two procedures: a codebook feature description procedure, and a recognition procedur... ver más
Revista: Drones

 
Asmae Ait Mansour, Nourddine Enneya and Mohamed Ouadou    
In this paper, we address the problem of cell association during a handover performed in a dense heterogeneous network, where the preference of a mobile user?s equipment in terms of uplink traffic is not the same as for the downlink traffic. Therefore, s... ver más
Revista: Future Internet

 
Li-Chiu Chang, Mohd Zaki M. Amin, Shun-Nien Yang and Fi-John Chang    
A regional inundation early warning system is crucial to alleviating flood risks and reducing loss of life and property. This study aims to provide real-time multi-step-ahead forecasting of flood inundation maps during storm events for flood early warnin... ver más
Revista: Water

 
You-Da Jhong, Chang-Shian Chen, Hsin-Ping Lin and Shien-Tsung Chen    
This study proposed a hybrid neural network model that combines a self-organizing map (SOM) and back-propagation neural networks (BPNNs) to model the rainfall-runoff process in a physically interpretable manner and to accurately forecast typhoon floods. ... ver más
Revista: Water