• DocumentCode
    846007
  • Title

    Accurate evaluation of bit-error rates of optical communication systems using the Gram-Charlier series

  • Author

    Nazarathy, Moshe

  • Author_Institution
    Dept. of Electr. Eng., Technion - Israel Inst. of Technol., Haifa, Israel
  • Volume
    54
  • Issue
    2
  • fYear
    2006
  • Firstpage
    295
  • Lastpage
    301
  • Abstract
    The probability densities and cumulative distribution functions of decision statistics of optical communications systems are expanded as a Gram-Charlier (G-C) series, leading to arbitrarily accurate systematic evaluation of bit-error rates (BERs) and optimal decision thresholds of optical communication systems. The method displays negligible computational complexity and is applicable whenever the moment or cumulant generating functions of the decision statistics are analytically available. We applied the technique to a birth-and-death Markovian model of a direct-detection receiver with optical preamplifier in a two-level amplitude-shift keying system. The modal expansion series rapidly converged, whereas the alternative saddlepoint approximation method predicted a BER which deviated by 7% from the G-C result.
  • Keywords
    Markov processes; amplitude shift keying; computational complexity; error statistics; optical communication; probability; statistical analysis; BER; Gram-Charlier series; Markovian model; bit error rates; computational complexity; cumulative distribution; decision statistics; direct detection receiver; expansion series; optical communication systems; optical preamplifier; probability density; two-level amplitude-shift keying system; Bit error rate; Computational complexity; Displays; Distribution functions; Optical fiber communication; Optical receivers; Preamplifiers; Probability; Statistical analysis; Statistical distributions; Bit-error rate (BER); Gram–Charlier (G–C) series; Hermite–Gaussian polynomials; detection threshold; optical communication; optical receiver; saddlepoint approximation (SPA);
  • fLanguage
    English
  • Journal_Title
    Communications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0090-6778
  • Type

    jour

  • DOI
    10.1109/TCOMM.2005.863732
  • Filename
    1599602