DocumentCode :
1407812
Title :
Bit-Interleaved Coded Modulation with Mismatched Decoding Metrics
Author :
Nguyen, Trung Thanh ; Lampe, Lutz
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC, Canada
Volume :
59
Issue :
2
fYear :
2011
fDate :
2/1/2011 12:00:00 AM
Firstpage :
437
Lastpage :
447
Abstract :
Bit-interleaved coded modulation (BICM) has become the de facto coding standard for communication systems. Recently, BICM has been cast as a mismatched decoding scheme due to the assumption of independent bit metrics. In addition to this inherent mismatch, practical demodulators may produce mismatched decoding metrics because of implementation constraints, such as clipping and metric approximation to reduce computational complexity. In this paper, we investigate BICM with such metrics. In line with recent works on this topic, we adopt the generalized mutual information (GMI) as the pertinent performance measure. First, we show that level-dependent scaling of logarithmic bit metrics can improve the BICM GMI. Second, we propose a uniform metric scaling which can lead to an improved performance of mismatched sum-product symbol-by-symbol decoding, even if the GMI is not changed. Third, we investigate general metric-mismatch correction methods and analyze their effects in terms of the GMI. By means of three application examples, we illustrate that metric-mismatch correction, including metric scaling, can significantly increase BICM rates.
Keywords :
computational complexity; decoding; interleaved codes; modulation coding; bit-interleaved coded modulation; communication system; computational complexity; de facto coding standard; generalized mutual information; logarithmic bit metric; metric scaling; metric-mismatch correction method; mismatched decoding metric; mismatched sum-product symbol-by-symbol decoding; pertinent performance measure; Bit-interleaved coded modulation (BICM); generalized mutual information (GMI); metric correction; mismatched decoding; symbol-by-symbol decoding;
fLanguage :
English
Journal_Title :
Communications, IEEE Transactions on
Publisher :
ieee
ISSN :
0090-6778
Type :
jour
DOI :
10.1109/TCOMM.2011.121410.100281
Filename :
5672372
Link To Document :
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