Title :
Iterative symbol decoding of convolutionally-encoded variable-length codes
Author :
Wu, Chun-Feng ; Hsu, Tzu-Fan ; Chang, Wen-Whei
Author_Institution :
Inst. of Commun. Eng., Nat. Chiao-Tung Univ., Hsinchu, Taiwan
Abstract :
In this paper, we present a symbol-level iterative source-channel decoding algorithm for variable-length codes (VLCs). First a soft-input source decoder for VLC-encoded data is derived by modification of the BCJR forward-backward recursion and adaptation to the nonstationary VLC trellis. Also proposed is a recursive implementation based on sectionalized code trellises for MAP symbol decoding of binary convolutional codes. This allows to use a merged trellis representation for a VLC and a convolutional channel code and exploit the residual source redundancies as a priori information on a code trellis. Simulation results indicate that the proposed iterative decoder allows to exchange between its constituent decoders the symbol-level extrinsic information and achieves high robustness against channel noises.
Keywords :
binary codes; channel coding; combined source-channel coding; convolutional codes; iterative decoding; maximum likelihood decoding; maximum likelihood estimation; redundancy; trellis codes; variable length codes; BCJR forward-backward recursion; MAP symbol decoding; VLC-encoded data; a priori information; binary convolutional codes; channel noise; convolutional channel code; convolutionally-encoded variable length codes; merged trellis representation; nonstationary VLC trellis; recursive implementation; residual source redundancy; sectionalized code trellises; soft-input source decoder; symbol-level extrinsic information; symbol-level iterative source channel decoding algorithm; AWGN channels; Convolutional codes; Decoding; Indexes; Iterative decoding; Redundancy; Signal to noise ratio; extrinsic information; iterative source-channel decoding; sectionalized code trellis; variable-length codes;
Conference_Titel :
Information, Communications and Signal Processing (ICICS) 2011 8th International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4577-0029-3
DOI :
10.1109/ICICS.2011.6174312