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Rate-0.96 LDPC Decoding VLSI for Soft-Decision Error Correction of NAND Flash Memory

机译:速率-0.96 LDPC解码VLSI,用于NAND闪存的软判决纠错

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The reliability of data stored in high-density Flash memory devices tends to decrease rapidly because of the reduced cell size and multilevel cell technology. Soft-decision error correction algorithms that use multiple-precision sensing for reading memory can solve this problem; however, they require very complex hardware for high-throughput decoding. In this paper, we present a rate-0.96 (68254, 65536) shortened Euclidean geometry low-density parity-check code and its VLSI implementation for high-throughput NAND Flash memory systems. The design employs the normalized a posteriori probability (APP)-based algorithm, serial schedule, and conditional update, which lead to simple functional units, halved decoding iterations, and low-power consumption, respectively. A pipelined-parallel architecture is adopted for high-throughput decoding, and memory-reduction techniques are employed to minimize the chip size. The proposed decoder is implemented in 0.13- $mu{rm m}$ CMOS technology, and the chip size and energy consumption of the decoder are compared with those of a BCH (Bose–Chaudhuri–Hocquenghem) decoding circuit showing comparable error-correcting performance and throughput.
机译:由于减小的单元尺寸和多级单元技术,存储在高密度闪存设备中的数据的可靠性趋于迅速下降。使用多精度感测来读取存储器的软决策纠错算法可以解决此问题;但是,它们需要非常复杂的硬件来进行高通量解码。在本文中,我们提出了一种速率0.96(68254,65536)缩短的欧几里德几何低密度奇偶校验码及其在高吞吐量NAND闪存系统中的VLSI实现。该设计采用了基于后验概率(APP)的归一化算法,串行调度和条件更新,分别导致了简单的功能单元,减半的解码迭代和低功耗。高吞吐量解码采用流水线并行架构,并且采用减少内存的技术来最小化芯片尺寸。拟议的解码器采用0.13-μmrms CMOS技术实现,并将解码器的芯片尺寸和能耗与BCH(Bose–Chaudhuri–Hocquenghem)解码电路的芯片尺寸和能耗进行了比较,显示出可比的纠错性能和吞吐量。

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