Diploma and Master Theses (authored and supervised):
"Big Data Analytics In The Context Of Mobile Network Performance Optimization";
Supervisor: M. Slanina, P. Svoboda;
Fakulta Elektrotechniky A Komunikacnich Technologil,
final examination: 05-15-2019.
This thesis focuses on big data techniques in the context of network performance measurement. The topic of big data and its utilization is being presented, followed by the research on basic network parameters, their measurement and evaluation methods. The RTR NetTest application, testing procedure and measured parameters are being evaluated. A set of tools was created for estimating the basic quantitative parameters of a mobile network on the basis of RTR dataset analysis. Time-of-Day Effect study concludes the time variance of the network. The spatial behaviour is evaluated by applying binning and clustering algorithms and in the end the comparison of drive test and crowdsourcing is provided.
GPR, 5G, signal strength
Created from the Publication Database of the Vienna University of Technology.