• 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