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Predicting Duct Height in Atmospheric Duct by Neural Network
Advanced Materials Research, 2012The experimental data show that Southeast China Sea has a higher occurrence probability of atmospheric duct. Based on modified refractivity, Neural Network was introduced to predict the duct height of evaporation duct and analyze the anomalous propagation of electromagnetic wave in marine evaporation duct.
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Analysis of Missing Cloud Echoes in Atmospheric Duct
2019 Cross Strait Quad-Regional Radio Science and Wireless Technology Conference (CSQRWC), 2019In order to analyze the phenomenon of missing cloud echoes of doppler weather radar in Dalian in July 25, 2006, the atmospheric duct is calculated by using the atmospheric temperature and humidity profiles measured at that time. According to the calculated atmospheric duct, the parabolic numerical equation model and radar cloud echo detection distance ...
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Trends and frontiers of atmospheric duct research based on CiteSpace and deep learning
Environmental Science and Pollution Research, 2022The research of evaporation duct is of fundamental importance in the radar and signal communication industry. Particularly, in a real atmosphere environment, most of the radar holes cannot be corrected in time because of the persistent evaporation duct phenomenon.
Zhiqiang Wei, Jiali Xu, Jiajing Wu
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Modeling on multi‐eigenpath channel in marine atmospheric duct
Radio Science, 2009A multi‐eigenpath channel model is proposed to simulate the microwave transhorizon communication signal in marine atmospheric duct environment. The channel model identifies the relation between multiperiodical delay components and subeigenpath components. The simplified algorithm of subeigen signal is proposed on the basis on signal‐to‐multipath ratio.
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Analysis of Ultra-short Wave Propagation in Atmospheric Duct
2018 12th International Symposium on Antennas, Propagation and EM Theory (ISAPE), 2018Aiming at the phenomenon of Ship-borne AIS over-the-horizon communication in some area in the Yellow Sea in June 2, 2018, which influenced by atmospheric duct, the atmospheric duct is calculated by using the atmospheric temperature and humidity profiles measured at that time.
Haichuan Tang +3 more
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FNN-Based Prediction of Wireless Channel with Atmospheric Duct
ICC 2021 - IEEE International Conference on Communications, 2021This paper proposes solutions to channel prediction with atmospheric duct based on feedforward neural network (FNN) modeling. Specifically, FNN-based model is to produce accurate prediction by directly learning from large database rather than depending on any assumption.
Hanzhong Zhang +4 more
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