DocumentCode
2579628
Title
A performance analysis for UMTS packet switched network based on multivariate KPIs
Author
Ouyang, Ye ; Fallah, M. Hosein
Author_Institution
Howe Sch. of Technol. Managemenr, Stevens Inst. of Technol., Hoboken, NJ, USA
fYear
2010
fDate
21-23 April 2010
Firstpage
1
Lastpage
10
Abstract
Mobile data services are penetrating mobile markets rapidly. The mobile industry relies heavily on data service to replace the traditional voice services with the evolution of the wireless technology and market. A reliable packet service network is critical to the mobile operators to maintain their core competence in data service market. Furthermore, mobile operators need to develop effective operational models to manage the varying mix of voice, data and video traffic on a single network. Application of statistical models could prove to be an effective approach. This paper first introduces the architecture of Universal Mobile Telecommunications System (UMTS) packet switched (PS) network and then applies multivariate statistical analysis to Key Performance Indicators (KPI) monitored from network entities in UMTS PS network to guide the long term capacity planning for the network. The approach proposed in this paper could be helpful to mobile operators in operating and maintaining their 3G packet switched networks for the long run.
Keywords
3G mobile communication; packet radio networks; packet switching; statistical analysis; telecommunication network planning; telecommunication network reliability; 3G packet switched networks; PS network reliability; UMTS packet switched network; Universal Mobile Telecommunications System; data service market; key performance indicators; long term capacity planning; mobile data services; mobile industry; multivariate KPI; multivariate statistical analysis; voice-data-video traffic; 3G mobile communication; Capacity planning; Maintenance; Monitoring; Packet switching; Performance analysis; Statistical analysis; Telecommunication switching; Telecommunication traffic; Traffic control; Correlation Analysis; GGSN; Multidimensional Scaling; Network Operations, Correspondence Analysis; Packet Switch; SGSN; UMTS;
fLanguage
English
Publisher
ieee
Conference_Titel
Wireless Telecommunications Symposium (WTS), 2010
Conference_Location
Tampa, FL
ISSN
1934-5070
Print_ISBN
978-1-4244-6558-3
Type
conf
DOI
10.1109/WTS.2010.5479629
Filename
5479629
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