• DocumentCode
    2267114
  • Title

    Weakly universal LZ-extended codes for sources with countable alphabet

  • Author

    Bansal, R.K. ; Sau, Jay Deep

  • Author_Institution
    Dept. of Electr. Eng., Indian Inst. of Technol., Kanpur
  • fYear
    2005
  • fDate
    4-9 Sept. 2005
  • Firstpage
    491
  • Lastpage
    494
  • Abstract
    We consider the problem of designing weakly universal codes for stationary and ergodic processes with countable alphabet and present a set of algorithms. First two algorithms use a combination of an integer coding algorithm and Lempel-Ziv algorithms (incremental parsing based algorithm and one based on recurrence times). Third algorithm converts the source into a finite alphabet process in step one through an integer coding algorithm and then uses LZ-78 in second step. Asymptotic optimality of all three is proved in full generality. We make use of Shannon-McMillan-Breiman theorem for countable alphabet and its extension for asymptotically mean stationary processes
  • Keywords
    codes; set theory; Lempel-Ziv algorithms; Shannon-McMillan-Breiman theorem; asymptotic optimality; asymptotically mean stationary processes; countable alphabet; ergodic processes; finite alphabet process; incremental parsing based algorithm; integer coding algorithm; weakly universal codes; Algorithm design and analysis; Entropy; Length measurement; Physics; Random variables; Sections;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory, 2005. ISIT 2005. Proceedings. International Symposium on
  • Conference_Location
    Adelaide, SA
  • Print_ISBN
    0-7803-9151-9
  • Type

    conf

  • DOI
    10.1109/ISIT.2005.1523383
  • Filename
    1523383