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20182026
most citedMutual Information-Maximizing Quantized Belief Propagation Decoding of Regular LDPC Codes

7 citations · 11 across the 8 of their papers we have counts for

collaborators

8 papers

cs.IT2026

Recent Advances in Spatially Coupled Codes: Overview and Outlook

Min Qiu, Xiaowei Wu, Peng Kang +2

The concept of spatial coupling is among the most significant breakthroughs in coding theory over the past decade. The excellent waterfall and error floor performance of spatially…

cs.IT2024

Deep-Learning-Based Adaptive Error-Correction Decoding for Spin-Torque Transfer Magnetic Random Access Memory (STT-MRAM)

Xingwei Zhong, Kui Cai, Peng Kang +2

Spin-torque transfer magnetic random access memory (STT-MRAM) is a promising emerging non-volatile memory (NVM) technology with wide applications. However, the data recovery of STT…

cs.IT2022

Parity-Check Matrix Partitioning for Efficient Layered Decoding of QC-LDPC Codes

Teng Lu, Xuan He, Peng Kang +2

In this paper, we consider how to partition the parity-check matrices (PCMs) to reduce the hardware complexity and computation delay for the row layered decoding of quasi-cyclic lo…

cs.IT2022

Memory Efficient Mutual Information-Maximizing Quantized Min-Sum Decoding for Rate-Compatible LDPC Codes

Peng Kang, Kui Cai, Xuan He +1

In this letter, we propose a two-stage design method to construct memory efficient mutual information-maximizing quantized min-sum (MIM-QMS) decoder for rate-compatible low-density…

cs.IT2020★ 1 cited

Generalized Mutual Information-Maximizing Quantized Decoding of LDPC Codes with Layered Scheduling

Peng Kang, Kui Cai, Xuan He +2

In this paper, we propose a framework of the mutual information-maximizing (MIM) quantized decoding for low-density parity-check (LDPC) codes by using simple mappings and fixed-poi…

cs.IT2019★ 7 cited

Mutual Information-Maximizing Quantized Belief Propagation Decoding of Regular LDPC Codes

Xuan He, Kui Cai, Zhen Mei +2

In this paper, we propose a class of finite alphabet iterative decoder (FAID), called mutual information-maximizing quantized belief propagation (MIM-QBP) decoder, for decoding reg…

cs.IT2018

Enhanced Quasi-Maximum Likelihood Decoding of Short LDPC Codes based on Saturation

Peng Kang, Yixuan Xie, Lei Yang +3

In this paper, we propose an enhanced quasi-maximum likelihood (EQML) decoder for LDPC codes with short block lengths. After the failure of the conventional belief propagation (BP)…

cs.IT2018★ 3 cited

Reliability-Based Windowed Decoding for Spatially-Coupled LDPC Codes

Peng Kang, Yixuan Xie, Lei Yang +1

In this letter, we propose a reliability-based windowed decoding scheme for spatially-coupled (SC) low-density parity-check (LDPC) codes. To mitigate the error propagation along th…