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Hybrid hard-/soft-decision LDPC decoding strategy for NAND flash memory

Hybrid hard-/soft-decision LDPC decoding strategy for NAND flash memory
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摘要 This paper concerns a decoding strategy to improve the throughput in NAND flash memory using lowdensity parity-check(LDPC) codes. As the reliability of NAND flash memory continues degrading, conventional error correction codes have become increasingly inadequate.LDPC code is highly desirable, due to its powerful correction strength. However, in order to maximize the correction strength, LDPC codes demand fine-grained memory sensing,leading to a significant read latency penalty. To address the drawbacks caused by soft-decision LDPC decoding, this paper proposes a hybrid hard-/soft-decision LDPC decoding strategy. Simulation results show that the proposed approach could reduce the read latency penalty and hence improve the decoding throughput up to 30 %, especially in early lifetime of NAND flash memory, compared with the conventional decoding with equivalent area. This paper concerns a decoding strategy to improve the throughput in NAND flash memory using low- density parity-check (LDPC) codes. As the reliability of NAND flash memory continues degrading, conventional error correction codes have become increasingly inadequate. LDPC code is highly desirable, due to its powerful correction strength. However, in order to maximize the correction strength, LDPC codes demand fine-grained memory sensing, leading to a significant read latency penalty. To address the drawbacks caused by soft-decision LDPC decoding, this paper proposes a hybrid hard-/soft-decision LDPC decoding strategy. Simulation results show that the proposed approach could reduce the read latency penalty and hence improve the decoding throughput up to 30 %, especially in early lifetime of NAND flash memory, compared with the conventional decoding with equivalent area.
出处 《Chinese Science Bulletin》 SCIE EI CAS 2014年第28期3554-3561,共8页
基金 supported partly by the National Natural Science Foundation of China(61274028) the National High-tech R&D Program of China(2011AA010405)
关键词 NAND闪存 LDPC码 解码策略 软判决 混合型 快闪存储器 低密度奇偶校验 闪速存储器 Bit-flipping decoding LDPC codes Min-sum decoding NAND flash memory SSD
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参考文献27

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