Mathematical Modeling and Analysis of 5G Networks

Postgraduate Thesis uoadl:2775743 247 Read counter

Unit:
Κατεύθυνση / ειδίκευση Τηλεπικοινωνιακά Συστήματα και Δικτυακές Τεχνολογίες (ΤΗΛ)
Πληροφορική
Deposit date:
2018-06-27
Year:
2018
Author:
Kosti Aikaterini
Supervisors info:
Μεράκος Λάζαρος, Καθηγητής, Τμήμα Πληροφορικής και Τηλεπικοινωνιών, Ε.Κ.Π.Α.
Original Title:
Μαθηματική Μοντελοποίηση και Ανάλυση δικτύων 5ης Γενιάς
Languages:
English
Greek
Translated title:
Mathematical Modeling and Analysis of 5G Networks
Summary:
In the following work there is an attempt to study, analyze and model the 5th generation of wireless mobile networks.
The first chapter presents the incentives to develop a new technology generation. There is an overview of the conditions and challenges that the 5G generation has to face. The aims and objectives set by different standardization organizations are presented. It analyzes the architectures and technologies already used by existing wireless mobile networks. Finally, we present in brief the basic research projects that explore the technological options of 5th generation networks.
The second chapter presents the important tools and metrics that base stations and devices can calculate to measure the quality of experience in a wireless network. We analyze some basic stochastic processes that model the positions of the devices in the space. These processes exploit mathematical properties and theorems of stochastic geometry and derive information about the network metrics. At the end of the chapter we compare the processes in order to separate the benefits of each one and the practical applications to wireless networks.
In the third chapter we analyze some indicative papers that are described through stochastic geometry and find application in specific types of networks. We export interesting results for the metrics and find solutions on some open problems and challenges of the previous generation networks.
Main subject category:
Technology - Computer science
Keywords:
wireless mobile networks, base station, wireless appliance, transmitter, receiver, 5G networks, stochastic geometry, point processes, QoS, QoE
Index:
Yes
Number of index pages:
7
Contains images:
Yes
Number of references:
67
Number of pages:
108
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