• DocumentCode
    1572378
  • Title

    Monitoring I/Q data and pulse carving misalignments in RZ-DQPSK transmitters using a neural network approach

  • Author

    Wu, Xiaoxia ; Jargon, Jeffrey ; Christen, Louis ; Paraschis, Loukas ; Willner, Alan

  • Author_Institution
    Dept. of Electr. Eng. - Syst., Univ. of Southern California, Los Angeles, CA
  • fYear
    2008
  • Firstpage
    539
  • Lastpage
    540
  • Abstract
    We propose a technique using artificial neural networks (ANNs) to simultaneously identify I/Q data misalignment and data/carver misalignment in both parallel-type and serial-type RZ-DQPSK transmitters. A correlation coefficient of 0.99 is obtained by using a 3-input ANN for the parallel case and a 2-input ANN for the serial case.
  • Keywords
    data communication; differential phase shift keying; neural nets; optical transmitters; quadrature phase shift keying; telecommunication computing; ANN; I/Q data monitoring; RZ-DQPSK transmitter; artificial neural networks; correlation coefficient; pulse carving misalignment; Artificial neural networks; Clocks; Monitoring; Neural networks; Neurotransmitters; Optical feedback; Optical receivers; Optical transmitters; Radio frequency; Radio transmitters;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    IEEE Lasers and Electro-Optics Society, 2008. LEOS 2008. 21st Annual Meeting of the
  • Conference_Location
    Acapulco
  • Print_ISBN
    978-1-4244-1931-9
  • Electronic_ISBN
    978-1-4244-1932-6
  • Type

    conf

  • DOI
    10.1109/LEOS.2008.4688730
  • Filename
    4688730
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1572378