Decoder-in-the-Loop: Genetic Optimization-Based LDPC Code Design

Decoder-in-the-Loop: Genetic Optimization-Based LDPC Code Design

LDPC code design tools typically rely on asymptotic code behavior and are affected by an unavoidable performance degradation due to model imperfections in the short length regime. We propose an LDPC code design scheme based on an evolutionary algorithm, the Genetic Algorithm (GenAlg), implementing a...

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Bibliographic Details
Main Authors: Ahmed Elkelesh, Moustafa Ebada, Sebastian Cammerer, Laurent Schmalen, Stephan ten Brink
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
LDPC codes
belief propagation decoding
short LDPC code design
EXIT charts
genetic algorithm
evolutionary algorithms
Online Access:https://ieeexplore.ieee.org/document/8846017/

Internet

https://ieeexplore.ieee.org/document/8846017/

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