Title :
Combined source and channel coding with JPEG2000 and rate-compatible low-density Parity-check codes
Author :
Pan, Xiang ; Cuhadar, Aysegul ; Banihashemi, Amir H.
Author_Institution :
Dept. of Syst. & Comput. Eng., Carleton Univ., Ottawa, Ont., Canada
fDate :
3/1/2006 12:00:00 AM
Abstract :
Rate-compatible low-density parity-check (RC-LDPC) codes are used to provide unequal error protection for the robust and efficient transmission of JPEG2000 compressed images over noisy channels. The total bit budget is partitioned between the source and the channel coding by using a Viterbi algorithm (VA) applied to a search trellis, and appropriate channel code rates are assigned to the source blocks. The performance of the proposed scheme is evaluated on binary symmetric channels (BSCs). Experimental results indicate that the proposed scheme compares favorably with other combined source/channel coding schemes over a variety of channel conditions and transmission bit rates. In particular, the proposed scheme outperforms similar schemes based on turbo codes and irregular repeat-accumulate codes by up to about 1.1 and 1 dB in the expected peak signal-to-noise ratio (PSNR) of reconstructed images, respectively.
Keywords :
block codes; combined source-channel coding; image coding; image reconstruction; maximum likelihood estimation; parity check codes; trellis codes; turbo codes; JPEG2000; Viterbi algorithm; binary symmetric channels; channel coding; combined source coding; combined source-channel coding; image compression; image reconstruction; noisy channels; peak signal-to-noise ratio; rate-compatible low-density parity-check codes; search trellis; transmission bit rates; turbo codes; unequal error protection; Bit rate; Channel coding; Error correction codes; Image coding; PSNR; Parity check codes; Robustness; Transform coding; Turbo codes; Viterbi algorithm; Combined source/channel coding; JPEG2000; image coding; progressive-edge-growth (PEG) construction; rate allocation; rate-compatible low-density parity-check (RC-LDPC) codes; unequal error protection (UEP);
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2005.863032