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 :
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