DocumentCode
3046430
Title
A proposal for a mobile communication traffic forecasting method using time-series analysis for multi-variate data
Author
Akinaga, Yoshikazu ; Kaneda, Shigeru ; Shinagawa, Noriteru ; Miura, Akira
Author_Institution
Network Lab., NTT DoCoMo, Inc., Yokosuka, Japan
Volume
2
fYear
2005
fDate
28 Nov.-2 Dec. 2005
Abstract
In the present mobile network, the management of the radio resource to connect users and edge networks is an important issue. If there is a rapid rise in traffic coming into the network, regulation methods such as admission control or admission avoidance are the only way of dealing with this. Since it is beyond the mobile network system´s capability to predict fluctuations in traffic for every area, there are great difficulties in realizing other control methods. In order to solve these problems, this paper proposes a method of forecasting traffic systematically based on the user´s properties and information about the environment.
Keywords
mobility management (mobile radio); telecommunication traffic; time series; mobile communication; multivariate data; radio resource management; time-series analysis; traffic forecasting method; Admission control; Communication system traffic control; Control systems; Data analysis; Fluctuations; Mobile communication; Proposals; Radio spectrum management; Resource management; Time series analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Global Telecommunications Conference, 2005. GLOBECOM '05. IEEE
Print_ISBN
0-7803-9414-3
Type
conf
DOI
10.1109/GLOCOM.2005.1577810
Filename
1577810
Link To Document