DocumentCode :
3174903
Title :
Method for estimating parameters of 3G data traffic
Author :
Krendzel, A. ; Koucheryavy, Y. ; Harju, J. ; Lopatin, S.
Author_Institution :
Inst. of Commun. Eng., Tampere Univ. of Technol., Finland
Volume :
7
fYear :
2004
fDate :
20-24 June 2004
Firstpage :
4312
Abstract :
A large diversity of services based on packet switching in the third generation (3G) wireless system leads to dramatic changes in the characteristics and parameters of the data traffic. It is expected that the traffic in the 3G systems undergo both quantitative and qualitative changes. In particular, there is a considerable increase of a rate of transactions and an amount of information transferred during the transactions. Besides, it is necessary to take into account the notion of self-similarity that take place in the 3G systems due to the high variability of burstiness of the multiservice traffic. For these reasons, the prediction problem of data traffic characteristics becomes more complex when planning the 3G wireless systems. In this paper the estimation method for the main parameters of the data traffic in the 3G mobile networks taking into account the above-mentioned 3G features is considered. It is based on a probabilistic model of events initiated by calls of 3G services. It is proposed to make both a decomposition of 3G services into some subsets in accordance with an average amount of transferred data during transactions and a distribution of 3G prospective users into some subgroups in accordance with the Pareto law.
Keywords :
3G mobile communication; Pareto analysis; data communication; packet switching; parameter estimation; telecommunication services; telecommunication traffic; 3G data traffic; 3G mobile networks; Pareto law; events probabilistic model; multiservice traffic; packet switching; parameter estimation; third generation wireless system; Character generation; Data engineering; Games; Multimedia systems; Packet switching; Parameter estimation; Research and development; Telecommunication traffic; Telephony; Traffic control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications, 2004 IEEE International Conference on
Print_ISBN :
0-7803-8533-0
Type :
conf
DOI :
10.1109/ICC.2004.1313361
Filename :
1313361
Link To Document :
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