• DocumentCode
    797617
  • Title

    Cluster analysis preprocessor for path loss modelling using neural networks

  • Author

    Zhou, Q. ; Lai, A.K.Y.

  • Author_Institution
    Dept. of Electron. Eng., Chinese Univ. of Hong Kong, Shatin, Hong Kong
  • Volume
    31
  • Issue
    22
  • fYear
    1995
  • fDate
    10/26/1995 12:00:00 AM
  • Firstpage
    1894
  • Lastpage
    1895
  • Abstract
    The neural networks technique is applied to model path loss of indoor radio propagation. Cluster analysis is employed as a preprocessor to simplify the characterisation of the complicated indoor environment. Simulation results demonstrate that this method is feasible, resulting in a substantial reduction of data input requirement
  • Keywords
    feedforward neural nets; indoor radio; multipath channels; pattern recognition; radiowave propagation; telecommunication computing; cluster analysis preprocessor; indoor radio propagation; neural networks; path loss modelling;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19951330
  • Filename
    490642
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=797617