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...
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Main Authors: | Yu-Lun Hsu, Li-Wei Liu, Yen-Chin Liao, Hsie-Chia Chang |
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Format: | Article |
Language: | English |
Published: |
IEEE
2024-01-01
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Series: | IEEE Open Journal of Circuits and Systems |
Subjects: | |
Online Access: | https://ieeexplore.ieee.org/document/10423290/ |
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