DocumentCode
1328309
Title
Performance Bounds and Distance Spectra of Variable Length Codes in Turbo/Concatenated Systems
Author
Jaspar, X. ; Vandendorpe, Luc
Author_Institution
Lab. de Telecommun. et Teledetection, Univ. Catholique de Louvain, Louvain-la-Neuve, Belgium
Volume
58
Issue
9
fYear
2010
fDate
9/1/2010 12:00:00 AM
Firstpage
2537
Lastpage
2548
Abstract
Variable length codes (VLCs), used in data compression, are very sensitive to error propagation in the presence of noisy channels. Addressing this problem with joint source-channel turbo techniques has been proposed in the literature and looks quite promising. But to date, most code-related conclusions are based on simulations. This paper states and proves several theoretical results about the robustness of prefix VLCs concatenated with linear error correcting codes (ECC), assuming a maximum likelihood decoder. Especially, an approximate and asymptotically tight distance spectrum of the concatenated code (VLC+ECC) is rigorously developed. Together with the union bound, it provides upper bounds on the symbol and frame/packet error rates.
Keywords
data compression; error correction codes; maximum likelihood decoding; turbo codes; variable length codes; concatenated systems; data compression; distance spectra; error propagation; joint source-channel turbo technique; linear error correcting codes; maximum likelihood decoder; noisy channels; performance bounds; turbo systems; variable length codes; Approximation methods; DSL; Decoding; Error correction codes; Markov processes; Niobium; Upper bound; Variable length code; distance spectrum; interleaving gain; turbo code; union bound;
fLanguage
English
Journal_Title
Communications, IEEE Transactions on
Publisher
ieee
ISSN
0090-6778
Type
jour
DOI
10.1109/TCOMM.2010.09.080451
Filename
5577803
Link To Document