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
fDate :
9/1/2010 12:00:00 AM
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;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2010.09.080451