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

下载

页数：4

共 50 条

[41] Copula-based fuzzy clustering of spatial time series
Disegna, Marta
D'Urso, Pierpaolo
Durante, Fabrizio
SPATIAL STATISTICS, 2017, 21 : 209 - 225
[42] Copula-based algorithm for generating bursty time series
Jo, Hang-Hyun
Lee, Byoung-Hwa
Hiraoka, Takayuki
Jung, Woo-Sung
PHYSICAL REVIEW E, 2019, 100 (02)
[43] General N-state Markov model for rain attenuation time series generation
Heder, Balazs
Bito, Janos
WIRELESS PERSONAL COMMUNICATIONS, 2008, 46 (01) : 99 - 113
[44] General N-State Markov Model for Rain Attenuation Time Series Generation
Balázs Héder
János Bitó
Wireless Personal Communications, 2008, 46 : 99 - 113
[45] Rain attenuation time series synthesis with combined Markov models for microwave terrestrial links
Csurgai-Horváth, László
Bitó, János
International Journal of Mobile Network Design and Innovation, 2007, 2 (3-4) : 216 - 222
[46] Use of copula functions for the reliability of series systems
Achcar, Jorge
Moala, Fernando
INTERNATIONAL JOURNAL OF QUALITY & RELIABILITY MANAGEMENT, 2015, 32 (06) : 617 - 634
[47] Application of Synthetic Storm Technique to Predict Time Series of Rain Attenuation from Rain Rate Measurement for a Tropical Location
Das, Dalia
Maitra, Animesh
2012 5TH INTERNATIONAL CONFERENCE ON COMPUTERS AND DEVICES FOR COMMUNICATION (CODEC), 2012,
[48] Time series prediction of rain attenuation from rain rate measurement using synthetic storm technique for a tropical location
Das, Dalia
Maitra, Animesh
AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2014, 68 (01) : 33 - 36
[49] Rain Attenuation Prediction Model Based on Hyperbolic Cosecant Copula for Multiple Site Diversity Systems in Satellite Communications
Kelmendi, Arsim
Kandus, Gorazd
Hrovat, Andrej
Kourogiorgas, Charilaos I.
Panagopoulos, Athanasios D.
Schoenhuber, Michael
Mohorcic, Mihael
Vilhar, Andrej
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2017, 65 (09) : 4768 - 4779
[50] Methods of Selecting a Copula for Time Series
Yi Wende
Huang Aihua
PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON PRODUCT INNOVATION MANAGEMENT, VOLS I AND II, 2008, : 1366 - 1370

← 1 2 3 4 5 →