• DocumentCode
    1501978
  • Title

    Generalized Unequal Error Protection LT Codes for Progressive Data Transmission

  • Author

    Arslan, S.S. ; Cosman, P.C. ; Milstein, L.B.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of California, San Diego, CA, USA
  • Volume
    21
  • Issue
    8
  • fYear
    2012
  • Firstpage
    3586
  • Lastpage
    3597
  • Abstract
    The original design of standard digital fountain codes assumes that the coded information symbols are equally important. In many applications, some source symbols are more important than others, and they must be recovered prior to the rest. Unequal error protection (UEP) designs are attractive solutions for such source transmissions. In this paper, we introduce a more generalized design for the first universal fountain code design, Luby transform (LT) codes, that make it particularly suited for progressive bit stream transmissions. We apply the generalized LT codes to a progressive source and show that it has better UEP properties than other published results in the literature. For example, using the proposed generalization, we obtained up to 1.7-dB peak signal to noise ratio gain in a progressive image transmission scenario over the two major UEP fountain code designs.
  • Keywords
    data communication; source coding; transform coding; Luby transform code; UEP property; coded information symbol; generalized unequal error protection LT code; peak signal to noise ratio gain; progressive bit stream data transmission; progressive image transmission scenario; source transmission; standard digital fountain code design; universal fountain code design; Encoding; Error correction codes; Government; Iterative decoding; Maximum likelihood decoding; Vectors; Fountain codes; iterative decoding; lossy channels; progressive sources; unequal error protection (UEP); unequal iteration time (UIT); unequal recovery time (URT); Algorithms; Artifacts; Data Compression; Image Enhancement; Image Interpretation, Computer-Assisted; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/TIP.2012.2195668
  • Filename
    6189077