Rain Attenuation Time Series Synthesizer based on Copula Functions

被引：0

作者：

Kourogiorgas, Charilaos ^{[1
]}

Kelmendi, Arsim ^{[2
]}

Panagopoulos, Athanasios D. ^{[1
]}

Livieratos, Spiros N. ^{[3
]}

Vilhar, Andrej ^{[4
]}

Chatzarakis, George E. ^{[3
]}

机构：

[1] Natl Tech Univ Athens, Sch Elect & Comp Engn, GR-10682 Athens, Greece

[2] Jozef Stefan Int Postgrad Sch, Ljubljana, Slovenia

[3] Sch Pedag & Technol Educ, Dept Elect & Elect Engn Educators, Athens 14121, Greece

[4] Jozef Stefan Inst, Dept Commun Syst, Ljubljana, Slovenia

来源：

2015 9th European Conference on Antennas and Propagation (EuCAP) | 2015年

关键词：

Copulas; rain attenuation; time series; Kendall's tau; STATISTICS; MODEL;

D O I：

暂无

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：

In this paper, a methodology based on Gaussian copulas is examined for generating rain attenuation time series. The methodology lies on the use of Gaussian copula for modeling the joint exceedance probability of rain attenuation for the temporal domain. In this paper, preliminary results for the validity of the use of Gaussian copula for modeling rain attenuation joint statistics on temporal domain are given. Then, a simple methodology is provided for the generation of rain attenuation time series. It is shown that the time series reproduce the first and second order statistics (using Kendall's tau correlation) of rain attenuation using measurements obtained at Ljubljana from Jozef Stefan Institute.

引用

页数：4

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