Implementation of a Quaternary Message Passing Low-Density Parity-Check Decoder

We present a hardware implementation and evaluation of a quaternary message-passing (QMP) low-density paritycheck (LDPC) decoder. The design targets high-throughput applications, where routing complexity and energy efficiency are large challenges from an implementation perspective. A comparison of the QMP decoder to a state-of-the-art normalized min-sum (NMS) decoder using a 12 nm fin field-effect transistor (FinFET) technology node shows that the QMP decoder achieves a 14.1 % increase in throughput and a 178.5 % improvement in energy efficiency. However, this is at the cost of a 0.35 dB loss in error correction performance.

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Publication Details

Journal
elib (German Aerospace Center)
Published
2025-10-01
Primary Topic
Error Correcting Code Techniques
Type
article
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article

Implementation of a Quaternary Message Passing Low-Density Parity-Check Decoder

Oliver Griebel, Alexander Michael Sauter, Gianluigi Liva
elib (German Aerospace Center)
Error Correcting Code Techniques
article

Implementation of a Quaternary Message Passing Low-Density Parity-Check Decoder

Oliver Griebel, Alexander Michael Sauter, Gianluigi Liva
article en

Abstract

We present a hardware implementation and evaluation of a quaternary message-passing (QMP) low-density paritycheck (LDPC) decoder. The design targets high-throughput applications, where routing complexity and energy efficiency are large challenges from an implementation perspective. A comparison of the QMP decoder to a state-of-the-art normalized min-sum (NMS) decoder using a 12 nm fin field-effect transistor (FinFET) technology node shows that the QMP decoder achieves a 14.1 % increase in throughput and a 178.5 % improvement in energy efficiency. However, this is at the cost of a 0.35 dB loss in error correction performance.

elib (German Aerospace Center)
Affordable and clean energy
Openalex Percentile: Top 31%
Error Correcting Code Techniques
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Implementation of a Quaternary Message Passing Low-Density Parity-Check Decoder — Oliver Griebel, Alexander Michael Sauter, et al. · elib (German Aerospace Center) (2025) | TGRS Research Map | TGRS