A review on rain signal attenuation modeling, analysis and validation techniques: Advances, challenges and future direction
Radio waves are attenuated by atmospheric phenomena such as snow, rain, dust, clouds,
and ice, which absorb radio signals. Signal attenuation becomes more severe at extremely …
and ice, which absorb radio signals. Signal attenuation becomes more severe at extremely …
Learning-assisted rain attenuation prediction models
MA Samad, DY Choi - Applied Sciences, 2020 - mdpi.com
Rain attenuation becomes significant to degrade the earth-space or terrestrial radio link's
signal-to-noise ratio (SNR). So, to maintain the desired SNR level, with the help of fade …
signal-to-noise ratio (SNR). So, to maintain the desired SNR level, with the help of fade …
Atmospheric propagation modelling for terrestrial radio frequency communication links in a tropical wet and dry savanna climate
Atmospheric impairment-induced attenuation is the prominent source of signal degradation
in radio wave communication channels. The computation-based modeling of radio wave …
in radio wave communication channels. The computation-based modeling of radio wave …
Rain attenuation prediction using artificial neural network for dynamic rain fade mitigation
Atmospheric processes from which rainfall is formed are complex and cannot be accurately
predicted using mathematical or statistical models. In this paper, the backpropagation neural …
predicted using mathematical or statistical models. In this paper, the backpropagation neural …
Rainfall rate prediction based on artificial neural networks for rain fade mitigation over earth-satellite link
In this paper, we present a model for rainfall rate prediction 30 seconds ahead of time using
an artificial neural network. The resultant predicted rainfall rate can then be used in …
an artificial neural network. The resultant predicted rainfall rate can then be used in …
An overview of rainfall fading prediction models for satellite links in Southern Africa
D Sumbiri, TJO Afullo - Prog. Electromagn. Res. B, 2021 - jpier.org
This work presents an overview of rainfall fading models over satellite links in South Africa
using three years of rainfall data collected by the Joss-Waldvogel RD-80 disdrometer in …
using three years of rainfall data collected by the Joss-Waldvogel RD-80 disdrometer in …
Research on rainfall monitoring based on E-band millimeter wave link in east China
S Zheng, C Han, J Huo, W Cai, Y Zhang, P Li, G Zhang… - Sensors, 2021 - mdpi.com
Accurate rainfall observation data with high temporal and spatial resolution are essential for
national disaster prevention and mitigation as well as climate response decisions. This …
national disaster prevention and mitigation as well as climate response decisions. This …
Contour mapping for rain rate and rain attenuation in microwave and millimetre wave earth-satellite link design in tropical Tanzania
Rain rate and rain attenuation predictions are vital in the analysis of the performance of
earth-satellite link at higher frequencies beyond 10 GHz for satellite system planning. This …
earth-satellite link at higher frequencies beyond 10 GHz for satellite system planning. This …
Adoption of Deep Neural Network Model for the Prediction of Rain Attenuation
AIO Yussuff, MO Ayeni, OE Oreoluwa - European Journal of Electrical …, 2023 - ejece.org
Weather, rain, and atmospheric forces cause attenuation in communication satellites and
devices, which affects the quality of calls and internet access. Communication signals can …
devices, which affects the quality of calls and internet access. Communication signals can …
Rain impairment model for satellite communication link design in South Africa using neural network
Over some decades, rain impairment has been considered as the major dominant
impairment in microwave propagation especially at frequencies above 10 GHz …
impairment in microwave propagation especially at frequencies above 10 GHz …