DocumentCode
740878
Title
The quality of experience perspective toward 5G technology
Author
Pierucci, Laura
Author_Institution
Univ. of Florence, Florence, Italy
Volume
22
Issue
4
fYear
2015
fDate
8/1/2015 12:00:00 AM
Firstpage
10
Lastpage
16
Abstract
Quality of experience (QoE) is the subjective acceptability of the quality of a telecommunication service perceived by the user. This paper expands the vision to new QoE acceptability for the future 5G networks and analyzes the impact of the main challenges of 5G on QoE. An efficient QoE estimation method tailored for 5G systems is also proposed based on the neural network (NN) approach. Due to their ability to fully learn the causal relationship between network parameters of quality of services (QoS) and the resulting QoE, NN can be suitable to gain QoE self-optimization for 5G. Again, new increasingly smart user devices will be delegated to handle the most burdensome tasks of ensuring user satisfaction.
Keywords
5G mobile communication; optimisation; quality of experience; 5G networks; 5G technology; NN; QoE; QoE estimation method; QoE self-optimization; QoS; neural network; quality of experience perspective; quality of services; telecommunication service; 5G mobile communication; Mobile computing; Quality of service; Throughput; Wireless communication;
fLanguage
English
Journal_Title
Wireless Communications, IEEE
Publisher
ieee
ISSN
1536-1284
Type
jour
DOI
10.1109/MWC.2015.7224722
Filename
7224722
Link To Document