• DocumentCode
    181628
  • Title

    A simple approximation of minimum error probability using trace distance

  • Author

    Asano, S. ; Usuda, T.S.

  • Author_Institution
    Sch. of Inf. Sci. & Technol., Aichi Prefectural Univ., Nagakute, Japan
  • fYear
    2014
  • fDate
    26-29 Oct. 2014
  • Firstpage
    254
  • Lastpage
    258
  • Abstract
    A simple lower bound on the average error probability using the trace distance is considered. We compute the bound for M-ary PSK and ASK signals and show that the simple bound is better than conventional lower bounds L2 and L4, which are defined using trace distances, in almost region of the average number of photons. Then we propose an approximation of the minimum error probability, which is defined as the product of the average number of neighboring signals and the simple lower bound. It is clarified that the approximation is useful for the case of large number of signals and small error probability or large number of photons.
  • Keywords
    amplitude shift keying; approximation theory; error statistics; phase shift keying; signal processing; M-ary ASK signals; M-ary PSK signals; M-ary amplitude shift keying signals; M-ary phase shift keying signals; average error probability; minimum error probability approximation; neighboring signals; photons; simple lower bound; trace distance; Accuracy; Amplitude shift keying; Approximation methods; Error probability; Measurement uncertainty; Optimized production technology; Phase shift keying;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory and its Applications (ISITA), 2014 International Symposium on
  • Conference_Location
    Melbourne, VIC
  • Type

    conf

  • Filename
    6979843