Magnetization performance of BP-Based algorithm

In this paper, we present the performance of the Belief Propagation-Based (BP-Based) algorithm as a function of the magnetization. Previous works, have shown that the BP algorithm, is equivalent to the Thouless- Anderson-Palmer(TAP) approach, we develop the log-likelihood ratios-Belief Propagation (...

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Bibliographic Details
Published inMelecon 2010 - 2010 15th IEEE Mediterranean Electrotechnical Conference pp. 398 - 402
Main Authors Abdelhedi, Manel, Hamdi, Omessaad, Bouallegue, Ammar
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.04.2010
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ISBN9781424457939
1424457939
ISSN2158-8473
DOI10.1109/MELCON.2010.5476248

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Summary:In this paper, we present the performance of the Belief Propagation-Based (BP-Based) algorithm as a function of the magnetization. Previous works, have shown that the BP algorithm, is equivalent to the Thouless- Anderson-Palmer(TAP) approach, we develop the log-likelihood ratios-Belief Propagation (LLR-BP) algorithm and its simplification, the BP-Based algorithm using this method.
ISBN:9781424457939
1424457939
ISSN:2158-8473
DOI:10.1109/MELCON.2010.5476248