• DocumentCode
    2298288
  • Title

    Bounds on Redundancy in Constrained Delay Arithmetic Coding

  • Author

    Shayevitz, Ofer ; Meron, Eado ; Feder, Meir ; Zamir, Ram

  • Author_Institution
    Dept. of Electr. Eng. Syst., Tel Aviv Univ.
  • fYear
    2007
  • fDate
    27-29 March 2007
  • Firstpage
    133
  • Lastpage
    142
  • Abstract
    We address the problem of a finite delay constraint in an arithmetic coding system. Due to the nature of the arithmetic coding process, source sequences causing arbitrarily large encoding or decoding delays exist. Therefore, to meet a finite delay constraint, it is necessary to intervene with the normal flow of the coding process, e.g., to insert fictitious symbols. This results in an inevitable coding rate redundancy. In this paper, we derive an upper bound on the achievable redundancy for a memoryless source. We show that this redundancy decays exponentially as a function of the delay constraint, and thus it is clearly superior to block to variable methods in that aspect. The redundancy-delay exponent is shown to be lower bounded by log(1/alpha), where alpha is the probability of the most likely source symbol. Our results are easily applied to practical problems such as the compression of English text
  • Keywords
    arithmetic codes; memoryless systems; English text compression; coding rate redundancy; constrained delay arithmetic coding; decoding delay; encoding delay; exponential decay; finite delay constraint; memoryless source; redundancy-delay exponent; source sequences; Arithmetic; Constraint theory; Costs; Data compression; Decoding; Delay; Encoding; Entropy; Tail; Upper bound;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Compression Conference, 2007. DCC '07
  • Conference_Location
    Snowbird, UT
  • ISSN
    1068-0314
  • Print_ISBN
    0-7695-2791-4
  • Type

    conf

  • DOI
    10.1109/DCC.2007.19
  • Filename
    4148752