• DocumentCode
    1007728
  • Title

    A rate of convergence result for a universal D-semifaithful code

  • Author

    Yu, Bin ; Speed, T.P.

  • Author_Institution
    Dept. of Stat., Wisconsin Univ., Madison, WI, USA
  • Volume
    39
  • Issue
    3
  • fYear
    1993
  • fDate
    5/1/1993 12:00:00 AM
  • Firstpage
    813
  • Lastpage
    820
  • Abstract
    The problem of optimal rate universal coding is considered in the context of rate-distortion theory. A D-semifaithful universal coding scheme for discrete memoryless sources is given. The main result is a refined covering lemma based on the random coding argument and the method of types. The average codelength of the code is shown to approach its lower bound, the rate-distortion function, at a rate O(n-1log n), and this is conjectured to be optimal based on a result of A.J. Pilc (1968). Issues of constructiveness and universality are addressed
  • Keywords
    convergence; encoding; D-semifaithful code; convergence rate; discrete memoryless sources; method of types; optimal rate universal coding; random coding argument; rate-distortion theory; Convergence; Entropy; Information theory; Noise measurement; Rate-distortion; Statistics;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/18.256490
  • Filename
    256490