The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. ex. Some numerals are expressed as "XNUMX".
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The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. Copyrights notice
Muitos modelos baseados experimentalmente e teoricamente foram propostos para prever, avaliar quantitativamente e combater o fenômeno do desvanecimento em sistemas de comunicação móvel. No entanto, até onde sabemos, até o momento não existe um método objetivo para determinar qual é a distribuição mais adequada para modelar o fenômeno de desvanecimento com base em dados experimentais. Neste trabalho, o critério de Comprimento Mínimo de Descrição (MDL) para seleção de modelos é proposto para esse fim. Além disso, a análise MDL é realizada para alguns dos modelos de desvanecimento mais utilizados, com base em medições realizadas num ambiente suburbano.
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Marcelo Agustin TANEDA, Jun-ichi TAKADA, Kiyomichi ARAKI, "The Problem of the Fading Model Selection" in IEICE TRANSACTIONS on Communications,
vol. E84-B, no. 3, pp. 660-666, March 2001, doi: .
Abstract: Many experimentally and theoretically based models have been proposed to predict, quantitatively evaluate, and combat the fading phenomenon in mobile communication systems. However, to the best of the authors' knowledge, up to now there is no objective method to determine which is the most suitable distribution to model the fading phenomenon based on experimental data. In this work, the Minimum Description Length (MDL) criterion for model selection is proposed for that purpose. Furthermore, the MDL analysis is performed for some of the most widely used fading models based on measurements taken in a sub-urban environment.
URL: https://global.ieice.org/en_transactions/communications/10.1587/e84-b_3_660/_p
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@ARTICLE{e84-b_3_660,
author={Marcelo Agustin TANEDA, Jun-ichi TAKADA, Kiyomichi ARAKI, },
journal={IEICE TRANSACTIONS on Communications},
title={The Problem of the Fading Model Selection},
year={2001},
volume={E84-B},
number={3},
pages={660-666},
abstract={Many experimentally and theoretically based models have been proposed to predict, quantitatively evaluate, and combat the fading phenomenon in mobile communication systems. However, to the best of the authors' knowledge, up to now there is no objective method to determine which is the most suitable distribution to model the fading phenomenon based on experimental data. In this work, the Minimum Description Length (MDL) criterion for model selection is proposed for that purpose. Furthermore, the MDL analysis is performed for some of the most widely used fading models based on measurements taken in a sub-urban environment.},
keywords={},
doi={},
ISSN={},
month={March},}
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TY - JOUR
TI - The Problem of the Fading Model Selection
T2 - IEICE TRANSACTIONS on Communications
SP - 660
EP - 666
AU - Marcelo Agustin TANEDA
AU - Jun-ichi TAKADA
AU - Kiyomichi ARAKI
PY - 2001
DO -
JO - IEICE TRANSACTIONS on Communications
SN -
VL - E84-B
IS - 3
JA - IEICE TRANSACTIONS on Communications
Y1 - March 2001
AB - Many experimentally and theoretically based models have been proposed to predict, quantitatively evaluate, and combat the fading phenomenon in mobile communication systems. However, to the best of the authors' knowledge, up to now there is no objective method to determine which is the most suitable distribution to model the fading phenomenon based on experimental data. In this work, the Minimum Description Length (MDL) criterion for model selection is proposed for that purpose. Furthermore, the MDL analysis is performed for some of the most widely used fading models based on measurements taken in a sub-urban environment.
ER -