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