DocumentCode
1749573
Title
Iterative source-channel decoder using extrinsic information from softbit-source decoding
Author
Adrat, M. ; Vary, P. ; Spittka, J.
Author_Institution
Inst. of Commun. Syst. & Data Process., Aachen Univ. of Technol., Germany
Volume
4
fYear
2001
fDate
2001
Firstpage
2653
Abstract
In digital mobile communications, efficient compression algorithms are needed to encode speech or audio signals. As the determined source parameters are highly sensitive to transmission errors, robust source and channel decoding schemes are required. This contribution deals with an iterative source-channel decoding approach where a simple channel decoder and a softbit-source decoder are concatenated. We mainly focus on softbit-source decoding which can be considered as an error concealment technique. This technique utilizes residual redundancy remaining after source coding. We derive a new formula that shows how the residual redundancy transforms into extrinsic information utilizable for iterative decoding. The derived formula opens several starting points for optimizations, e.g. it helps to find a robust index assignment. Furthermore, it allows the conclusion that softbit-source decoding is the limiting factor if applied to iterative decoding processes. Therefore, no significant gain will be obtainable by more than two iterations. This will be demonstrated by simulation
Keywords
audio coding; combined source-channel coding; digital radio; iterative decoding; mobile radio; redundancy; speech coding; audio coding; digital mobile communications; error concealment technique; extrinsic information; iterative source-channel decoder; parameter estimation; residual redundancy; softbit-source decoding; speech coding; transmission errors; Channel coding; Data processing; Iterative algorithms; Iterative decoding; Iterative methods; Mobile communication; Parameter estimation; Redundancy; Robustness; Source coding;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
Conference_Location
Salt Lake City, UT
ISSN
1520-6149
Print_ISBN
0-7803-7041-4
Type
conf
DOI
10.1109/ICASSP.2001.940547
Filename
940547
Link To Document