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A modified belief propagation algorithm based on attenuation of the extrinsic LLR

Version 2 2024-06-06, 11:22
Version 1 2017-07-26, 11:00
conference contribution
posted on 2024-06-06, 11:22 authored by L Gong, Y Xu, B Liu, L Gui, B Rong, Y Wu, W Zhang
In this paper, we propose a modification to Belief Propagation (BP) decoding algorithm for LDPC codes. The modification is to attenuate the check to bit extrinsic logarithm likelihood ratio by a factor a, when sudden sign change happens. This modification can be applied to both the standard BP algorithm and the joint row and column (JRC) BP algorithm. Simulation results show that the BER and WER performance of both traditional BP and JRC BP algorithms is improved by this method. The expense of the proposed modification is a slight increase in the average number of decoding iterations. ©2010 IEEE.

History

Location

Ottawa, ON

Start date

2010-09-06

End date

2010-09-09

ISSN

1550-2252

ISBN-13

9781424435746

Publication classification

EN.1 Other conference paper

Title of proceedings

IEEE Vehicular Technology Conference

Publisher

IEEE

Place of publication

Piscataway, N.J.

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