GC-Like LDPC Code Construction and its NN-Aided Decoder Implementation

The trade-off between decoding performance and hardware costs has been a long-standing challenge in Low-Density Parity Check (LDPC) decoding. Based on model-driven methodology, the Neural Network-Aided Variable Weight Min-Sum (NN-aided vwMS) algorithm is proposed to address this dilemma in this pape...

Full description

Saved in:
Bibliographic Details
Main Authors: Yu-Lun Hsu, Li-Wei Liu, Yen-Chin Liao, Hsie-Chia Chang
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Open Journal of Circuits and Systems
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10423290/
Tags: Add Tag
No Tags, Be the first to tag this record!