DocumentCode :
1656516
Title :
A cellular sector-to-users path loss distribution model
Author :
Broyde, Yehonaton ; Messer, Hagit
Author_Institution :
Sch. of Electr. Eng., Tel-Aviv Univ., Tel Aviv, Israel
fYear :
2009
Firstpage :
321
Lastpage :
324
Abstract :
The paper presents a model for sector-to-user path loss distribution in cellular networks. Starting from a theoretical computation of the distribution, we derive an expression which yields the exact distribution with and without shadowing. We show that with shadowing of practical values it is close to a Gaussian, and therefore suggest to model the distribution of the path-loss as Gaussian. We compare the theoretical and the approximated models and show that with real-life parameter values, the simple Gaussian model is similar to the theoretical computation. Moreover, analysis of empirical data from a real cellular network shows that the Gaussian model fits well the actual measurements. Further research and application is extraction, such as indoor/outdoor ratio estimation.
Keywords :
Gaussian distribution; cellular radio; feature extraction; Gaussian model; cellular networks; empirical data; indoor ratio estimation; outdoor ratio estimation; real-life parameter values; sector-to-user path loss distribution; shadowing; Data analysis; Data mining; Distributed computing; Land mobile radio cellular systems; Shadow mapping; Cellular networks; path loss models;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Statistical Signal Processing, 2009. SSP '09. IEEE/SP 15th Workshop on
Conference_Location :
Cardiff
Print_ISBN :
978-1-4244-2709-3
Electronic_ISBN :
978-1-4244-2711-6
Type :
conf
DOI :
10.1109/SSP.2009.5278573
Filename :
5278573
Link To Document :
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