• DocumentCode
    1156206
  • Title

    Feed forward neural networks for path loss prediction in urban environment

  • Author

    Cerri, G. ; Cinalli, M. ; Michetti, F. ; Russo, P.

  • Author_Institution
    Dipt. di Elettromagnetismo e Bioingegneria, Univ. Politecnica delle Marche, Ancona, Italy
  • Volume
    52
  • Issue
    11
  • fYear
    2004
  • Firstpage
    3137
  • Lastpage
    3139
  • Abstract
    A new method based on feed-forward neural networks for propagation loss prediction in urban environment is introduced in this paper. This method is particularly suited for application in mobile network planning.
  • Keywords
    backpropagation; feedforward neural nets; mobile radio; radiowave propagation; telecommunication computing; telecommunication network planning; feed-forward neural network; mobile network planning; propagation loss prediction; urban environment; Artificial neural networks; Attenuation; Feedforward neural networks; Feeds; Function approximation; Intelligent networks; Neural networks; Physical theory of diffraction; Propagation losses; Transmitters; 65; Neural network; path loss; urban environment;
  • fLanguage
    English
  • Journal_Title
    Antennas and Propagation, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-926X
  • Type

    jour

  • DOI
    10.1109/TAP.2004.835252
  • Filename
    1353513
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1156206