The Study of Large-Scale Fading Using a Wavelet Transform Method

A wavelet method is proposed to evaluate the modeling of the first- and second-order statistics of large-scale fading from the signal strength measurement. The selection of wavelet is very important in using a wavelet method, and the steps of the wavelet method are given for the study of wave propag...

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Main Authors: Guizhen Lu, Zhi Cao, Xingning Jia, Jingjing Liang
Format: Article
Language:English
Published: Wiley 2018-01-01
Series:International Journal of Antennas and Propagation
Online Access:http://dx.doi.org/10.1155/2018/4736021
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author Guizhen Lu
Zhi Cao
Xingning Jia
Jingjing Liang
author_facet Guizhen Lu
Zhi Cao
Xingning Jia
Jingjing Liang
author_sort Guizhen Lu
collection DOAJ
description A wavelet method is proposed to evaluate the modeling of the first- and second-order statistics of large-scale fading from the signal strength measurement. The selection of wavelet is very important in using a wavelet method, and the steps of the wavelet method are given for the study of wave propagation loss. The path loss of measurement is analysed with different levels of wavelet decomposition and compared with an optimized Hata model. The correlation of slow fading on different scales shows that the correlation distance is related to the spatial scale.
format Article
id doaj-art-09ee089d91e749299bf28cfe10aca28d
institution Kabale University
issn 1687-5869
1687-5877
language English
publishDate 2018-01-01
publisher Wiley
record_format Article
series International Journal of Antennas and Propagation
spelling doaj-art-09ee089d91e749299bf28cfe10aca28d2025-08-20T03:55:27ZengWileyInternational Journal of Antennas and Propagation1687-58691687-58772018-01-01201810.1155/2018/47360214736021The Study of Large-Scale Fading Using a Wavelet Transform MethodGuizhen Lu0Zhi Cao1Xingning Jia2Jingjing Liang3School of Information Engineering, Communication University of China, Beijing, ChinaSchool of Information Engineering, Communication University of China, Beijing, ChinaSchool of Information Engineering, Communication University of China, Beijing, ChinaSchool of Information Engineering, Communication University of China, Beijing, ChinaA wavelet method is proposed to evaluate the modeling of the first- and second-order statistics of large-scale fading from the signal strength measurement. The selection of wavelet is very important in using a wavelet method, and the steps of the wavelet method are given for the study of wave propagation loss. The path loss of measurement is analysed with different levels of wavelet decomposition and compared with an optimized Hata model. The correlation of slow fading on different scales shows that the correlation distance is related to the spatial scale.http://dx.doi.org/10.1155/2018/4736021
spellingShingle Guizhen Lu
Zhi Cao
Xingning Jia
Jingjing Liang
The Study of Large-Scale Fading Using a Wavelet Transform Method
International Journal of Antennas and Propagation
title The Study of Large-Scale Fading Using a Wavelet Transform Method
title_full The Study of Large-Scale Fading Using a Wavelet Transform Method
title_fullStr The Study of Large-Scale Fading Using a Wavelet Transform Method
title_full_unstemmed The Study of Large-Scale Fading Using a Wavelet Transform Method
title_short The Study of Large-Scale Fading Using a Wavelet Transform Method
title_sort study of large scale fading using a wavelet transform method
url http://dx.doi.org/10.1155/2018/4736021
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