• DocumentCode
    1476198
  • Title

    Channel Coding Rate in the Finite Blocklength Regime

  • Author

    Polyanskiy, Yury ; Poor, H. Vincent ; Verdú, Sergio

  • Author_Institution
    Dept. of Electr. Eng., Princeton Univ., Princeton, NJ, USA
  • Volume
    56
  • Issue
    5
  • fYear
    2010
  • fDate
    5/1/2010 12:00:00 AM
  • Firstpage
    2307
  • Lastpage
    2359
  • Abstract
    This paper investigates the maximal channel coding rate achievable at a given blocklength and error probability. For general classes of channels new achievability and converse bounds are given, which are tighter than existing bounds for wide ranges of parameters of interest, and lead to tight approximations of the maximal achievable rate for blocklengths n as short as 100. It is also shown analytically that the maximal rate achievable with error probability ¿ isclosely approximated by C - ¿(V/n) Q-1(¿) where C is the capacity, V is a characteristic of the channel referred to as channel dispersion , and Q is the complementary Gaussian cumulative distribution function.
  • Keywords
    channel coding; error statistics; channel dispersion; complementary Gaussian cumulative distribution function; error probability; finite blocklength regime; maximal channel coding rate; AWGN; Acoustic noise; Capacity planning; Channel capacity; Channel coding; Codes; Distribution functions; Error probability; Helium; Upper bound; Achievability; Shannon theory; channel capacity; coding for noisy channels; converse; finite blocklength regime;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2010.2043769
  • Filename
    5452208