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Article Dans Une Revue Pertanika Journal of Science and Technology Année : 2018

Simplified a Posteriori Probability Calculation for Binary LDPC Codes

Résumé

The LDPC (Low-Density Parity-Check) decoder must operate soft decisions calculated using: LLR (Log-Likelihood Ratio) or APP (A Posteriori Probability) according to the decoding algorithm used. The exact calculation of these decisions for high order constellations involves complicated operations. In this work, a method to simplify the APP calculation is introduced. It is programmed to adapt as perfectly as possible the transmission system to the channel type in question. This method leads to simplify the implementation of the transmission system. Simulation results show that, under the Gaussian channel, the simplified APP algorithm for 16-QAM achieves the same performance that obtained with the exact APP, while for 64-QAM we have a small performance degradation. The same simplified APP algorithm that used for the Gaussian channel can be applied, with minor operations added, for Rayleigh channel, and it shows a small performance loss with respect to the exact APP.
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Dates et versions

hal-03183515 , version 1 (27-03-2021)

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  • HAL Id : hal-03183515 , version 1

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Latifa Mostari, Abdelmalik Taleb-Ahmed. Simplified a Posteriori Probability Calculation for Binary LDPC Codes. Pertanika Journal of Science and Technology, 2018, 26 (4), pp.1751-1763. ⟨hal-03183515⟩
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