Artificial Neural Network Utilization for FSO Link Performance Estimation

Artificial Neural Network Utilization for FSO Link Performance Estimation

This paper describes FSO link performance prediction based on available meteorological data using different Artificial Neural Network (ANN) approaches. Several types of ANNs were compared and their performance were evaluated. The paper introduces an ANN application utilizing real delayed data. This...

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Bibliographic Details
Main Authors: M. Mudroch, S. Zvanovec
Format: Article
Language:English
Published: Spolecnost pro radioelektronicke inzenyrstvi 2014-04-01
Series:Radioengineering
Subjects:
Artifficial neural networks
free-space optics
weather influence
Online Access:http://www.radioeng.cz/fulltexts/2014/14_01_0474_0479.pdf
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spelling doaj-fc8e6f053d90490faf3d684647b150992020-11-24T21:06:37ZengSpolecnost pro radioelektronicke inzenyrstviRadioengineering1210-25122014-04-01231474479Artificial Neural Network Utilization for FSO Link Performance EstimationM. MudrochS. ZvanovecThis paper describes FSO link performance prediction based on available meteorological data using different Artificial Neural Network (ANN) approaches. Several types of ANNs were compared and their performance were evaluated. The paper introduces an ANN application utilizing real delayed data. This approach has been validated to be more precise than common feed-forward neural networks.www.radioeng.cz/fulltexts/2014/14_01_0474_0479.pdfArtifficial neural networksfree-space opticsweather influence
collection DOAJ
language English
format Article
sources DOAJ
author M. Mudroch
S. Zvanovec
spellingShingle M. Mudroch
S. Zvanovec
Artificial Neural Network Utilization for FSO Link Performance Estimation
Radioengineering
Artifficial neural networks
free-space optics
weather influence
author_facet M. Mudroch
S. Zvanovec
author_sort M. Mudroch
title Artificial Neural Network Utilization for FSO Link Performance Estimation
title_short Artificial Neural Network Utilization for FSO Link Performance Estimation
title_full Artificial Neural Network Utilization for FSO Link Performance Estimation
title_fullStr Artificial Neural Network Utilization for FSO Link Performance Estimation
title_full_unstemmed Artificial Neural Network Utilization for FSO Link Performance Estimation
title_sort artificial neural network utilization for fso link performance estimation
publisher Spolecnost pro radioelektronicke inzenyrstvi
series Radioengineering
issn 1210-2512
publishDate 2014-04-01
description This paper describes FSO link performance prediction based on available meteorological data using different Artificial Neural Network (ANN) approaches. Several types of ANNs were compared and their performance were evaluated. The paper introduces an ANN application utilizing real delayed data. This approach has been validated to be more precise than common feed-forward neural networks.
topic Artifficial neural networks
free-space optics
weather influence
url http://www.radioeng.cz/fulltexts/2014/14_01_0474_0479.pdf
work_keys_str_mv AT mmudroch artificialneuralnetworkutilizationforfsolinkperformanceestimation
AT szvanovec artificialneuralnetworkutilizationforfsolinkperformanceestimation
_version_ 1716765275434516480

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