• DocumentCode
    1064188
  • Title

    Application of decision feedback equalisers based on multilayer neural network structures to compensate

  • Author

    Yunxi, L.

  • Author_Institution
    Dept. of Electron. & Electr. Eng., Univ. Coll. London, London
  • Volume
    1
  • Issue
    4
  • fYear
    2007
  • Firstpage
    169
  • Lastpage
    174
  • Abstract
    Decision feedback equalisers (DFE) based on multilayer neural networks (MNNs) structure are simulated in a 10 Gbit/s optical channel of standard single mode fibre of 300 km. Simulation results show that the DFE based on the MNN structure significantly outperforms the traditional DFE in the equalisation of chromatic dispersion in medium to long haul optical communications (>220 km).
  • Keywords
    decision feedback equalisers; neural nets; nonlinear optics; optical communication; optical fibre dispersion; bit rate 10 Gbit/s; chromatic dispersion; decision feedback equalisers; distance 300 km; multilayer neural network structures; optical channel; optical communications; optical fibre dispersion; optical nonlinearity;
  • fLanguage
    English
  • Journal_Title
    Optoelectronics, IET
  • Publisher
    iet
  • ISSN
    1751-8768
  • Type

    jour

  • DOI
    10.1049/iet-opt:20060097
  • Filename
    4277178
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1064188