• DocumentCode
    43827
  • Title

    Code-Rate Selection, Queueing Behavior, and the Correlated Erasure Channel

  • Author

    Parag, P. ; Chamberland, J. ; Pfister, Henry D. ; Narayanan, Kavitha

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Texas A&M Univ., College Station, TX, USA
  • Volume
    59
  • Issue
    1
  • fYear
    2013
  • fDate
    Jan. 2013
  • Firstpage
    397
  • Lastpage
    407
  • Abstract
    This paper considers the relationship between code-rate selection and queueing performance for communication systems subject to time-varying channel conditions. While error-correcting codes offer protection against channel uncertainties, there exists a natural tradeoff between the enhanced protection of low-rate codes and the rate penalty imposed by additional redundancy. In the limiting regime where codewords are asymptotically long, this tradeoff is well understood and characterized by the Shannon capacity. However, for delay-sensitive communication systems and finite block lengths, a complete characterization of this tradeoff is not fully developed. This paper offers a new perspective on the queueing performance of communication systems with finite block lengths operating over correlated erasure channels. A rigorous framework that links code rate to overall system performance for random codes is presented. Guidelines for code-rate selection in delay-sensitive systems are identified. These findings are supported by a numerical study.
  • Keywords
    error correction codes; queueing theory; Shannon capacity; channel uncertainties; code rate selection; codewords; correlated erasure channel; delay sensitive communication system; delay sensitive system; error correcting codes; finite block length; low rate codes; queueing behavior; queueing performance; random codes; rate penalty; redundancy; time varying channel conditions; Communication systems; Delay; Encoding; Markov processes; Maximum likelihood decoding; Block codes; channel models; communication systems; data communication; queueing analysis; telecommunication buffers; wireless communication;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2012.2216501
  • Filename
    6304924