DocumentCode
357733
Title
ARIMA models in the rain attenuation prediction in a Mexican tropical area
Author
Sosa, J. ; Sosa, C. ; Paz, B.
Author_Institution
Inst. Politecnico Nacional, Mexico City, Mexico
Volume
2
fYear
2000
fDate
16-21 July 2000
Firstpage
546
Abstract
Rain attenuation is a dominant impairment in frequencies greater than 10 GHz, raindrops absorbs electromagnetic energy, turning it into thermal energy, furthermore dispersing the energy outside the original direction; rain effect over propagation depends on rain rate, its distribution and the raindrops size. Water vapor, fog, clouds and gasses influence even attenuation over the trajectory, rain fading is the most important and then of essential interest in microwave communications. Statistical analysis over specific regions, where rainfall predictions are necessary, becomes a must in microwave link design. Rain prediction is made through phenomenological analysis, like those founded in literature, to establish models to be used in attenuation analysis, and analyzing long term rainfall over the studied region to forecasting. This paper uses rain data in Mexico tropical area, collected by Comision Nacional del Agua (CNA) and the Institute Mexicano de Tecnologia del Agua, from Villahermosa Tabasco region, to establish a rain prediction model using ARIMA models (auto-regressive integrated moving average) and the MINITAB software. The model is used to predict rainfall in Villahermosa and near sites to determine its effectiveness.
Keywords
autoregressive moving average processes; electromagnetic wave absorption; fading; microwave links; microwave propagation; rain; statistical analysis; tropospheric electromagnetic wave propagation; ARIMA models; Mexican tropical area; attenuation analysis; auto-regressive integrated moving average; clouds; electromagnetic energy absorption; fog; gasses; long term rainfall; microwave communications; microwave link design; radiowave propagation; rain attenuation prediction; rain data; rain distribution; rain fading; rain prediction model; rain rate; raindrops size; rainfall prediction; statistical analysis; thermal energy; water vapor; Attenuation; Clouds; Dispersion; Electromagnetic propagation; Electromagnetic propagation in absorbing media; Frequency; Microwave propagation; Predictive models; Rain; Turning;
fLanguage
English
Publisher
ieee
Conference_Titel
Antennas and Propagation Society International Symposium, 2000. IEEE
Conference_Location
Salt Lake City, UT, USA
Print_ISBN
0-7803-6369-8
Type
conf
DOI
10.1109/APS.2000.875201
Filename
875201
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