Paper Info
Title
A User-Centric Wireless Networks' Optimization Method for Data Service.
Abstract
The optimization method based on traditional KPI statistics can't effectively meet the goal of improving user experience of quality (QoE). Based on QoE, this paper presents a kind of user-centric wireless networks optimization method that includes a users' QoE evaluation model and a locating the network problems method for data service. We propose a novel way of data analysis to build users' QoE evaluation model to allow operators to monitor users experience quality. Based on the technology of data fusion, we exploit a data mining algorithm for diging out the problems leading poor users' QoE and the corresponding probability from multisource data. Consequently, the operators can not only real-time monitor the entire network users' QoE and actively identify the wireless network problems, but also obtain reference guidance for the network optimization staff by utilizing the method. Obviously, this method ensures users' QoE and helps saving a large amount of manpower in networks optimization.
Year
DOI
Venue
2018
10.1007/978-3-319-93659-8_19
COMPLEX, INTELLIGENT, AND SOFTWARE INTENSIVE SYSTEMS
Field
DocType
Volume
Wireless network,User experience design,Computer science,Computer network,Sensor fusion,Exploit,Operator (computer programming),Data mining algorithm,Data as a service,Distributed computing,User-centered design
Conference
772
ISSN
Citations 
PageRank 
2194-5357
0
0.34
References 
Authors
7
5
Name
Order
Citations
PageRank
Jun Luo1322.93
Wenan Zhou25019.20
Wenji Zhang300.68
Qiang Zhou400.68
Yu Du56510.11