The estimation of stable distribution parameters from teletraffic data

被引:17
作者
Bates, S [1 ]
McLaughlin, S
机构
[1] Massana Ltd, Dublin, Ireland
[2] Univ Edinburgh, Dept Elect & Elect Engn, Signals & Syst Grp, Edinburgh, Midlothian, Scotland
关键词
stable distributions; teletraffic modeling;
D O I
10.1109/78.824681
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This correspondence is concerned with the estimation of the parameters that describe a stable distribution from teletraffic data. Stable distributions are characterized by four parameters that can be estimated using a number of methods. This correspondence provides a short introduction to the stable distribution and a summary of some of the estimation techniques developed for them. It presents a comprehensive performance comparison between four techniques and a study of how these techniques can be applied to real data. In the case of this correspondence, the data under consideration is that expected on broadband digital networks.
引用
收藏
页码:865 / 870
页数:6
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