Towards an automated radio access network optimization

dc.contributor
Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions
dc.contributor
Sallent Roig, Oriol
dc.contributor.author
Padilla Urdaneta, Alejandro Enrique
dc.date.issued
2016-10
dc.identifier
https://hdl.handle.net/2117/98801
dc.identifier
ETSETB-230.121124
dc.description.abstract
The purpose of this work is to propose an extension to SON of specific use cases within LTE networks. Current wireless networks have become more complex, due to a higher number of base stations, convergence of different technologies (GSM/UMTS/LTE), greater number of parameters available and a multi-vendor environment. It has been proven that SON is a handful resource for mobile operators to decrease costs and save time on dreary optimization tasks, reducing human interaction needed to optimize a network and ensuring quality targets are met. A set of practical use cases are presented, followed by the analysis and actions taken in order to solve them. These solutions are taken as an input for the proposal of automated processes using SON.
dc.format
application/pdf
dc.language
eng
dc.publisher
Universitat Politècnica de Catalunya
dc.rights
Restricted access - author's decision
dc.subject
Àrees temàtiques de la UPC::Enginyeria de la telecomunicació
dc.subject
Telecommunication systems
dc.subject
Machine learning
dc.subject
LTE
dc.subject
Optimization
dc.subject
Use Cases
dc.subject
SON
dc.subject
Telecomunicació, Sistemes de
dc.subject
Aprenentatge automàtic
dc.title
Towards an automated radio access network optimization
dc.type
Master thesis


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