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
Link To Document