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
Main Authors: Abdelhedi, Manel, Hamdi, Omessaad, Bouallegue, Ammar
Format: Conference Proceeding
Language:English
Subjects:
Block codes
Equations
Error correction codes
Iterative algorithms
Iterative decoding
Laboratories
Magnetization
Parity check codes
Physics
Sparse matrices
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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.
ISSN:2158-8473
2158-8481
DOI:10.1109/MELCON.2010.5476248