• DocumentCode
    607921
  • Title

    Call holding time analysis in cellular networks

  • Author

    Buyukcorak, Saliha ; Toprakkiran, G. ; Karabulut Kurt, Gunes

  • Author_Institution
    Telsiz Haberlesme Arastirma Laboratuvari (THAL), Istanbul Teknik Univ., Maslak, Turkey
  • fYear
    2013
  • fDate
    24-26 April 2013
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    This paper aims to find the best mathematical model that can represent the call holding time which is a statistical indicator in cellular networks, directly affecting network performance and providing critical insight for the network service provider. In this study, a data collection system is designed and empirical voice call data are obtained and analysed. Each user´s call holding times are extracted via the proposed system and thus analysis of user behaviors are provided. As a result of our analysis of the obtained distributions, accuracy levels were determined using goodness-of-fit tests and error vector norm based techniques. Consequently, this study confirms that the lognormal family gives the best fitting for the distribution of all and per user´s call holding times.
  • Keywords
    cellular radio; statistical analysis; accuracy levels; call holding time analysis; cellular networks; data collection system; error vector norm based techniques; goodness-of-fit tests; lognormal family; statistical indicator; Algorithm design and analysis; Androids; Hidden Markov models; Humanoid robots; Mathematical model; Maximum likelihood estimation; Android; CHT distributions; EM algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communications Applications Conference (SIU), 2013 21st
  • Conference_Location
    Haspolat
  • Print_ISBN
    978-1-4673-5562-9
  • Electronic_ISBN
    978-1-4673-5561-2
  • Type

    conf

  • DOI
    10.1109/SIU.2013.6531582
  • Filename
    6531582