• DocumentCode
    3783356
  • Title

    Perceptron as BER estimator

  • Author

    M. Narandzic;D. Zrilic;V. Senk

  • Author_Institution
    Fac. of Technol., Novi Sad Univ., Serbia
  • fYear
    2000
  • Firstpage
    53
  • Lastpage
    57
  • Abstract
    Presents a neural network-based method for online BER monitoring in digital communication systems. According to this method, communication channel distributions are estimated and their statistical moments calculated. An artificial neural network is trained to map these moments into appropriate values of bit error rate.
  • Keywords
    "Bit error rate","Neural networks","Distortion measurement","Condition monitoring","Communication systems","Testing","Velocity measurement","Statistical analysis","Distribution functions","Decision making"
  • Publisher
    ieee
  • Conference_Titel
    Neural Network Applications in Electrical Engineering, 2000. NEUREL 2000. Proceedings of the 5th Seminar on
  • Print_ISBN
    0-7803-5512-1
  • Type

    conf

  • DOI
    10.1109/NEUREL.2000.902384
  • Filename
    902384
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3783356