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Performance Analysis of Noisy Message-Passing Decoding of Low-Density Parity-Check Codes
KTH, School of Electrical Engineering (EES), Signal Processing.ORCID iD: 0000-0003-1569-3527
KTH, School of Electrical Engineering (EES), Communication Theory.
School of Electrical and Computer Engineering, University of Tehran.
2010 (English)In: 6th International Symposium on Turbo Codes & Iterative Informayion Processing, 2010Conference paper (Refereed)
Abstract [en]

A noisy message-passing decoding scheme isconsidered for low-density parity-check (LDPC) codes overadditive white Gaussian noise (AWGN) channels. The internaldecoder noise is motivated by the quantization noise in digitalimplementations or the intrinsic noise of analog LDPC decoders.We modelled the decoder noise as AWGN on the exchangedmessages in the iterative LDPC decoder. This is shown to renderthe message densities in the noisy LDPC decoder inconsistent.We then invoke Gaussian approximation and formulate a twodimensionaldensity evolution analysis for the noisy LDPCdecoder. This allows for not only tracking the mean, but also thevariance of the message densities, and hence, quantifying thethreshold of the LDPC code. According to the results, a decodernoise of unit variance, increases the threshold for a regular (3,6) code by 1.672dB.

Place, publisher, year, edition, pages
National Category
Communication Systems Telecommunications
URN: urn:nbn:se:kth:diva-44528OAI: diva2:450949
6th International Symposium on Turbo Codes & Iterative Informayion Processing, Brest, France, September 6-10, 2010

QC 20111111

Available from: 2011-10-24 Created: 2011-10-24 Last updated: 2014-06-13Bibliographically approved

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ReferencesLink to record
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