Inlämning av Examensarbete / Submission of Thesis

Seyed Mohsen Ataeian; Mehrnaz Jaberi Darbandi , pp. 81. COM/School of Computing, 2011.

The work

Författare / Author: Seyed Mohsen Ataeian, Mehrnaz Jaberi Darbandi
Sdmnan@gmail.com, Mehrnaz.JDarbandi@gmail.com
Titel / Title: Analysis of Quality of Experience by applying Fuzzy logic - A study on response time
Abstrakt Abstract:

To be successful in today's competitive market, service providers should look at user's satisfaction as a critical key. In order to gain a better understanding of customers' expectations, a proper evaluations which considers intrinsic
characteristics of perceived quality of service is needed. Due to the subjective nature of quality, the vagueness of human judgment and the uncertainty about the degree of users' linguistic satisfaction, fuzziness is associated with quality of experience. Considering the capability of Fuzzy logic in dealing with imprecision and qualitative knowledge, it would be wise to apply it as a powerful mathematical tool for analyzing the quality of experience (QoE). This thesis proposes a fuzzy procedure to evaluate the quality of experience. In our proposed methodology, we provide a fuzzy relationship between QoE and Quality of Service (QoS) parameters. To identify this fuzzy relationship a new term called Fuzzi ed Opinion Score (FOS) representing a fuzzy quality scale is introduced. A fuzzy data mining method is applied to construct the required number of fuzzy sets. Then, the appropriate membership functions describing fuzzy sets are modeled and compared with each other. The proposed methodology will assist service providers for better decision-making and resource management.

Ämnesord / Subject: Telekommunikation - Telecommunications
Mathematics\Analysis
Datavetenskap - Computer Science\Networks and Communications
Nyckelord / Keywords: Quality of Experience (QoE), Fuzzy set theory, Fuzzy C-Means Clustering (FCM), Fuzzified Opinion Score (FOS)

Publication info

Dokument id / Document id: houn-8kd98d
Program:/ Programme Electrical Engineering with emphasis on Telecommunication
Mathematical Modelling and Simulation
Registreringsdatum / Date of registration: 07/09/2011
Uppsatstyp / Type of thesis: Masterarbete/Master's Thesis (120 credits)

Context

Handledare / Supervisor: Professor Elisabeth Rakus-Andersson, Docent Dr.-Ing. Markus Fiedler
Elisabeth.Andersson@bth.se, markus.fiedler@bth.se
Examinator / Examiner: Dr. Patrik Arlos, Asst Prof. Claes Jogreus
Organisation / Organisation: Blekinge Institute of Technology
Institution / School: COM/School of Computing

+46 455 38 50 00
I samarbete med / In co-operation with: ING/School of Engineering

Files & Access

Bifogad uppsats fil(er) / Files attached: bth2011mohsen.pdf (1981 kB, öppnas i nytt fönster)