Title :
Rain Attenuation Time Series Synthesizer Based on the Gamma Distribution
Author :
Andrade, Fernando J A ; Mello, Luiz A R da Silva
Author_Institution :
Centre for Telecommun. Studies, Pontifical Catholic Univ. of Rio de Janeiro, Rio de Janeiro, Brazil
fDate :
7/3/1905 12:00:00 AM
Abstract :
This letter describes the application of rain attenuation time series synthesizers to terrestrial links in tropical regions. A model based on the Gamma distribution is developed and results are compared to those obtained with a lognormal synthesizer. The model parameters were retrieved from data collected during two years of experimental measurements at terrestrial links operating at 15 GHz. Long-term statistics of rain attenuation and fade slope obtained from synthesized time series are tested against the corresponding ones derived from experimental data. Useful empirical expressions for the synthesizers dynamics parameters are derived.
Keywords :
gamma distribution; microwave propagation; rain; time series; fade slope; frequency 15 GHz; gamma distribution; lognormal synthesizer; rain attenuation time series synthesizer; terrestrial link; Attenuation; Mathematical model; Maximum likelihood detection; Nonlinear filters; Rain; Synthesizers; Time series analysis; Rain attenuation; stochastic model; terrestrial links; time series synthesizer;
Journal_Title :
Antennas and Wireless Propagation Letters, IEEE
DOI :
10.1109/LAWP.2011.2178227