A Signal Strength Fluctuation Prediction Model Based on the Random Forest Algorithm

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F14%3A86090760" target="_blank" >RIV/61989100:27240/14:86090760 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27740/14:86090760
Result on the web
<a href="http://dx.doi.org/10.5755/j01.eee.20.5.7112" target="_blank" >http://dx.doi.org/10.5755/j01.eee.20.5.7112</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.5755/j01.eee.20.5.7112" target="_blank" >10.5755/j01.eee.20.5.7112</a>

Result language
angličtina
Original language name
A Signal Strength Fluctuation Prediction Model Based on the Random Forest Algorithm
Original language description
This article describes the efect of the weather on radio wave propagation in a mobile telecommunication network. The research is focused on urban and countryside environments where a corelation betwen the received signal power level and weather conditions is found using the Random Forest algorithm as a signal level aproximator. The results achieved in this paper clearly indicate that it is posible to predict the behaviour of the received power level in relationship to atmospheric phenomena.
Czech name
—
Czech description
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Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
JC - Computer hardware and software
OECD FORD branch
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Project
<a href="/en/project/ED1.1.00%2F02.0070" target="_blank" >ED1.1.00/02.0070: IT4Innovations Centre of Excellence</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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