Article | Proceedings of The 9th EUROSIM Congress on Modelling and Simulation, EUROSIM 2016, The 57th SIMS Conference on Simulation and Modelling SIMS 2016 | Fuzzy Clustering Algorithm applied to the Radio Frequency Signals Prediction Linköping University Electronic Press Conference Proceedings
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Title:
Fuzzy Clustering Algorithm applied to the Radio Frequency Signals Prediction
Author:
Paulo Tibúrcio Pereira: GAPEA - Antennas and Propagation Research Group, Federal University of São João del-Rei (UFSJ), Brazil Glaucio Lopes Ramos: GAPEA - Antennas and Propagation Research Group, Federal University of São João del-Rei (UFSJ), Brazil
DOI:
10.3384/ecp17142551
Download:
Full text (pdf)
Year:
2018
Conference:
Proceedings of The 9th EUROSIM Congress on Modelling and Simulation, EUROSIM 2016, The 57th SIMS Conference on Simulation and Modelling SIMS 2016
Issue:
142
Article no.:
080
Pages:
551-555
No. of pages:
5
Publication type:
Abstract and Fulltext
Published:
2018-12-19
ISBN:
978-91-7685-399-3
Series:
Linköping Electronic Conference Proceedings
ISSN (print):
1650-3686
ISSN (online):
1650-3740
Publisher:
Linköping University Electronic Press, Linköpings universitet


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In this work the Fuzzy Clustering technique was used to perform radio frequency signals prediction. This technique was used with georeferencing maps of topography and morphology for prediction of radio frequency power levels, at the region of Viçosa - MG. The performance of this method was evaluated through tests of propagation and mapping for a 879.660 MHz signal, used in cellular mobile telephony. This method of prediction showed excellent results in comparison with measurements of RF power levels with a success rate greater than the classical models of Okumura-Hata and Wal?sch-Ikegami. Consequently, this method can be very useful to the telecommunications companies when making the RF cellular coverage prediction.

Keywords: RF prediction, fuzzy clustering, mobile telephony

Proceedings of The 9th EUROSIM Congress on Modelling and Simulation, EUROSIM 2016, The 57th SIMS Conference on Simulation and Modelling SIMS 2016

Author:
Paulo Tibúrcio Pereira, Glaucio Lopes Ramos
Title:
Fuzzy Clustering Algorithm applied to the Radio Frequency Signals Prediction
DOI:
http://dx.doi.org/10.3384/ecp17142551
References:
No references available

Proceedings of The 9th EUROSIM Congress on Modelling and Simulation, EUROSIM 2016, The 57th SIMS Conference on Simulation and Modelling SIMS 2016

Author:
Paulo Tibúrcio Pereira, Glaucio Lopes Ramos
Title:
Fuzzy Clustering Algorithm applied to the Radio Frequency Signals Prediction
DOI:
https://doi.org10.3384/ecp17142551
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