Title :
GSM Traffic Forecast by Combining Forecasting Technique
Author :
Moungnoul, Phichet ; Laipat, Nanut ; Hung, Tran Tuan ; Paungma, Tawil
Author_Institution :
Fac. of Eng., King Mongkut´´s Inst. of Technol., Bangkok
Abstract :
This paper proposes a traffic forecasting by combining two forecasting techniques, which are the least square method and linear regression method, to perform the better forecasting, close to the existing real world. The result of this forecasting will be used in optimization of the GSM mobile telephone system. From the result, it shows that the combining forecasting gives the close result to the existing real world than using only one of two forecasting techniques
Keywords :
cellular radio; least squares approximations; regression analysis; technological forecasting; telephone traffic; GSM mobile telephone system; Groupe Speciale Mobile; least square method; linear regression method; optimization; traffic forecasting; Bandwidth; Channel capacity; Frequency conversion; GSM; Least squares methods; Linear regression; Radio spectrum management; Telecommunication traffic; Telephony; Traffic control; GSM; least square methode; traffic forecasting;
Conference_Titel :
Information, Communications and Signal Processing, 2005 Fifth International Conference on
Conference_Location :
Bangkok
Print_ISBN :
0-7803-9283-3
DOI :
10.1109/ICICS.2005.1689082