About: K-mean clustering and correlation analysis in recognition of weather impact on radio signal

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	This paper deals with using a K-means clustering which is used for decision what parameter related to weather affects a propagation of radio waves in mobile telecommunication network. There were analysed parameters from a meteorological service as well as the parameters related to Global System of Mobile Communication network. For this purpose, we studied and used theory of data mining. The second part of the paper is focused on the significant weather parameters as results of K-means analyse. Consequently, there have been found some dependencies between weather conditions and receive level using a mathematical tools of correlation analysis via MATLAB. This paper deals with using a K-means clustering which is used for decision what parameter related to weather affects a propagation of radio waves in mobile telecommunication network. There were analysed parameters from a meteorological service as well as the parameters related to Global System of Mobile Communication network. For this purpose, we studied and used theory of data mining. The second part of the paper is focused on the significant weather parameters as results of K-means analyse. Consequently, there have been found some dependencies between weather conditions and receive level using a mathematical tools of correlation analysis via MATLAB. (en)
Title	K-mean clustering and correlation analysis in recognition of weather impact on radio signal K-mean clustering and correlation analysis in recognition of weather impact on radio signal (en)
skos:prefLabel	K-mean clustering and correlation analysis in recognition of weather impact on radio signal K-mean clustering and correlation analysis in recognition of weather impact on radio signal (en)
skos:notation	RIV/61989100:27240/12:86084949!RIV13-MSM-27240___
http://linked.open...avai/riv/aktivita	S
http://linked.open...avai/riv/aktivity	S
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Skapa, Jan Dvorský, Marek Šebesta, Roman Michalek, Libor Blaha, Petr
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoká škola báňská - Technická univerzita Ostrava / Fakulta elektrotechniky a informatiky
http://linked.open...dnocenehoVysledku	144791
http://linked.open...ai/riv/idVysledku	RIV/61989100:27240/12:86084949
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	weather; K-means; GSM; data mining; Clustering (en)
http://linked.open.../riv/klicoveSlovo	weather K-means Clustering data mining GSM
http://linked.open...ontrolniKodProRIV	[093C7270C980]
http://linked.open...v/mistoKonaniAkce	Praha
http://linked.open...i/riv/mistoVydani	New York
http://linked.open...i/riv/nazevZdroje	TSP 2012 : 35th International Conference on Telecommunications and Signal Processing : July 3-4, 2012, Prague, Czech Republic
http://linked.open...in/vavai/riv/obor	JA
http://linked.open...ichTvurcuVysledku	5 (xsd:int)
http://linked.open...cetTvurcuVysledku	5 (xsd:int)
http://linked.open...UplatneniVysledku	2012
http://linked.open...iv/tvurceVysledku	Blaha, Petr Skapa, Jan Dvorský, Marek Šebesta, Roman Michalek, Libor
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2012-07-03 (xsd:date)
number of pages	4 (xsd:int)
http://bibframe.org/vocab/doi	10.1109/TSP.2012.6256306
http://purl.org/ne...btex#hasPublisher	IEEE
https://schema.org/isbn	978-1-4673-1118-2
http://localhost/t...ganizacniJednotka	27240

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