Low-Latency High-Throughput Decoder of QC-LDPC Codes by Matrix Splitting

As the continuously increasing demand of high data rate and lower transmission, many modern communication systems employ the LDPC coding scheme with ultra-high throughput decoder to achieve these challenging requirements. However, due to the implementation complexity of decoding algorithm, designing an ultra-high throughput decoder of LDPC codes still suffers many difficulties. Therefore, we propose a FPGA-based LDPC decoder with partial parallel decoding, which splits and virtually supplements the parity-check matrix to achieve higher throughput and lower latency. Our proposed FPGA-based decoder can achieve a throughput of 6.072Gbps in 10 iterations for the highest rate 5G-LDPC code.

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Publication Details

Published
2024-10-24
DOI
https://doi.org/10.1109/wcsp62071.2024.10827659
Primary Topic
Error Correcting Code Techniques
Type
article
Field-Weighted Citation Impact
0.00

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article

Low-Latency High-Throughput Decoder of QC-LDPC Codes by Matrix Splitting

Chunming Zhao, Xinyu Zhong, Ming Jiang, S C Gong
Error Correcting Code Techniques
article

Low-Latency High-Throughput Decoder of QC-LDPC Codes by Matrix Splitting

Chunming Zhao, Xinyu Zhong, Ming Jiang, S C Gong
article en

Abstract

As the continuously increasing demand of high data rate and lower transmission, many modern communication systems employ the LDPC coding scheme with ultra-high throughput decoder to achieve these challenging requirements. However, due to the implementation complexity of decoding algorithm, designing an ultra-high throughput decoder of LDPC codes still suffers many difficulties. Therefore, we propose a FPGA-based LDPC decoder with partial parallel decoding, which splits and virtually supplements the parity-check matrix to achieve higher throughput and lower latency. Our proposed FPGA-based decoder can achieve a throughput of 6.072Gbps in 10 iterations for the highest rate 5G-LDPC code.

National Natural Science Foundation of China
Affordable and clean energy
Openalex Percentile: Top 70%
Error Correcting Code Techniques
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Low-Latency High-Throughput Decoder of QC-LDPC Codes by Matrix Splitting — Chunming Zhao, Xinyu Zhong, et al. · (2024) | TGRS Research Map | TGRS