A novel framework of automated RRM for LTE son using data mining: Application to LTE mobility
With the evolution of broadband mobile networks towards LTE and beyond, the support for
the internet and internet based services is growing. However, the size and operational costs …
the internet and internet based services is growing. However, the size and operational costs …
Statistical learning for automated RRM: Application to eUTRAN mobility
Self organizing network (SON) functionalities are currently developed to improve network
performance and management tasks. SON functionalities require efficient utilization of data …
performance and management tasks. SON functionalities require efficient utilization of data …
Experimental system for self-optimization of LTE networks
MZ Asghar, S Hamalainen, N Meinke - … of the 7th ACM workshop on …, 2012 - dl.acm.org
The aim of this paper is to present an experimental platform developed for 3GPP Long Term
Evolution (LTE) networks where the effectiveness of self-optimization algorithms can be …
Evolution (LTE) networks where the effectiveness of self-optimization algorithms can be …
[PDF][PDF] Use of self-organizing networks to optimize radio access networks
R Takechi, K Ogawa, M Okuda - FUJITSU Sci. Tech. J, 2012 - fujitsu.com
Self-organizing networks (SONs) are collections of control and management methods and
optimization algorithms that are attracting attention as a means of achieving economical …
optimization algorithms that are attracting attention as a means of achieving economical …
An adaptive auto-tuning scheme based mobility in 4G and beyond networks
Self-Organizing Network, or SON, is a new technology that aims to minimize human efforts
spent in management and operating processes. In technical term; this solution was …
spent in management and operating processes. In technical term; this solution was …
A roadmap from UMTS optimization to LTE self-optimization
O Sallent, J Pérez-Romero… - IEEE …, 2011 - ieeexplore.ieee.org
Self-Organizing Networks (SON) are currently being introduced by the 3rd Generation
Partnership Project (3GPP) as part of the Long Term Evolution (LTE) system as a key driver …
Partnership Project (3GPP) as part of the Long Term Evolution (LTE) system as a key driver …
LTE performance data reduction for knowledge acquisition
In the last years, mobile networks have seen a great increase in complexity, as the data
traffic, the demand for quality and the variety of offered services have grown. The …
traffic, the demand for quality and the variety of offered services have grown. The …
The role and applications of machine learning in future self-organizing cellular networks
In this chapter, a brief overview of the role and applications of machine learning (ML)
algorithms in future wireless cellular networks is presented, more specifically, in the context …
algorithms in future wireless cellular networks is presented, more specifically, in the context …
Data analytics for diagnosing the RF condition in self-organizing networks
The current trend in the management of mobile communication networks is to increase the
level of automation in order to enhance network performance while reducing Operational …
level of automation in order to enhance network performance while reducing Operational …
An Overview of Self-Organizing Network (SON) as Network Management System in Mobile Telecommunication System
K Okokpujie, GC Kennedy, S Oluwaleye… - Information Systems for …, 2023 - Springer
The rapid advancement in technologies employed in mobile telecommunication industries
has improved the sector over the years. However, it has also introduced another problem of …
has improved the sector over the years. However, it has also introduced another problem of …