• DocumentCode
    2302120
  • Title

    A Method of Field Test Reliability Analysis based on Data Mining and Two-Stage Sampling

  • Author

    Juan-Juan, Sun ; Jian-Wei, Wu ; Zhen, Huang

  • Author_Institution
    Beijing Univ. of Posts & Telecommun., Beijing
  • fYear
    2007
  • fDate
    3-7 Sept. 2007
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In order to give the reliability of field test sample data, data mining and two-stage sampling are introduced in this paper. BIRCH algorithm and K-means of data mining are used to cluster the bins´ type of digital map, then two stage-sampling is taken into account to estimate the reliability of field test data instead of simple random sampling. From two samples from mobile communications network, two-stage sampling could estimate the reliability of field test sample data effectively.
  • Keywords
    data mining; mobile communication; reliability; BIRCH algorithm; data mining; digital map; field test reliability analysis; mobile communications network; two-stage sampling; Base stations; Clustering algorithms; Data analysis; Data mining; Land mobile radio; Mobile communication; Performance evaluation; Sampling methods; Telecommunication network reliability; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Personal, Indoor and Mobile Radio Communications, 2007. PIMRC 2007. IEEE 18th International Symposium on
  • Conference_Location
    Athens
  • Print_ISBN
    978-1-4244-1144-3
  • Electronic_ISBN
    978-1-4244-1144-3
  • Type

    conf

  • DOI
    10.1109/PIMRC.2007.4394802
  • Filename
    4394802
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2302120