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A Robust Multi-Level Design for Dirty-Paper Coding

Authors :
Yan Xin
Xiaodong Wang
Momin Uppal
Guosen Yue
Zixiang Xiong
Source :
IEEE Transactions on Communications. 61:2612-2623
Publication Year :
2013
Publisher :
Institute of Electrical and Electronics Engineers (IEEE), 2013.

Abstract

We propose a robust close-to-capacity dirty-paper coding (DPC) design framework in which multi-level low density parity check (LDPC) codes and trellis coded quantization (TCQ) are employed as the channel and source coding components, respectively. The proposed design framework is robust in the sense that it yields close to capacity solutions in the high-, medium-, and low-rate regimes. This is in contrast to existing practical DPC schemes that perform well only in one or two of these regimes, but not all three. We design codes for transmission rates of 0.5, 1.0, 1.5, and 2.0 bits/sample (b/s) using one, two, three, and four LDPC levels; at a block length of 2×105, the codes perform 0.95, 0.58, 0.55, and 0.54 dB from the corresponding information theoretic limits, respectively. We also propose a low-complexity decoding scheme that does not involve iterative message passing between the source and channel decoders; the low-complexity scheme performs only 1.08, 0.85, and 0.79 dB away from the theoretical limits at transmission rates of 1.0, 1.5, and 2.0 b/s, respectively.

Details

ISSN :
00906778
Volume :
61
Database :
OpenAIRE
Journal :
IEEE Transactions on Communications
Accession number :
edsair.doi...........b200670f9acf5cdb56e36556df922f0c
Full Text :
https://doi.org/10.1109/tcomm.2013.050813.120718