5 papers · 1 filter
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…
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…
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…
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)…
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…