• DocumentCode
    303864
  • Title

    Recurrent backpropagation networks receiver for modulated signals over noisy channels

  • Author

    Canegalli, A. ; Favalli, L. ; Mecocci, A. ; Pizzi, R.

  • Author_Institution
    Pavia Univ., Italy
  • Volume
    2
  • fYear
    1996
  • fDate
    13-16 May 1996
  • Firstpage
    933
  • Abstract
    Recurrent backpropagation networks have been used to build up a neural receiver for GSM signals. The simulations have been carried out considering an AWGN channel. Corrupted by ISI, fading and Doppler. The experimental results show that the neural receiver performs better than a classic coherent one and it improves its performances when the number of training samples is increased
  • Keywords
    backpropagation; AWGN channel; Doppler effect; GSM signals; ISI; fading; mobile radio systems; modulated signals; noisy channels; performance; recurrent backpropagation networks receiver; simulations; training samples; Backpropagation algorithms; Bandwidth; Communication standards; Doppler effect; Equations; Fading; Filters; GSM; Quadrature phase shift keying; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrotechnical Conference, 1996. MELECON '96., 8th Mediterranean
  • Conference_Location
    Bari
  • Print_ISBN
    0-7803-3109-5
  • Type

    conf

  • DOI
    10.1109/MELCON.1996.551362
  • Filename
    551362
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=303864