Publications – Details
Iterative Source-Channel Decoding: Improved System Design Using EXIT Charts
- Authors:
- Marc Adrat and Peter Vary
- Journal:
- EURASIP Journal on Applied Signal Processing
- Volume:
- 2005
- Number:
- 6
- Date:
- May 2005
- Pages:
- 928–941
- Note:
- Special Issue on Turbo Processing
- Language:
- English
Abstract
The error robustness of digital communication systems using source and channel coding can be improved by iterative source-channel decoding (ISCD). The turbo-like evaluation of natural residual source redundancy and of artificial channel coding redundancy makes step-wise quality gains possible by several iterations. The maximum number of profitable iterations is predictable by an EXIT chart analysis. In this contribution, we exploit the EXIT chart representation to improve the error correcting/concealing capabilities of ISCD schemes. We propose new design guidelines to select appropriate bit mappings and to design the channel coding component. A parametric source coding scheme with some residual redundancy is assumed. Applying both innovations, the new EXIT-optimized index assignment as well as the appropriately designed recursive nonsystematic convolutional (RNSC) code, allows to outperform known approaches to ISCD by far in the most relevant channel conditions.
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