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LDPC coded modulation for TLC flash memory

机译:用于TLC闪存的LDPC编码调制

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In this paper, a coded modulation scheme using extremely sparse low-density parity-check (LDPC) codes is proposed for the stored signal of triple-level-cell (TLC) NAND flash, where both the encoding and the decoding complexity can be significantly reduced with the advantage of the extremely sparse code graph. In order to enhance the performance of decoder, iterative detection decoding (IDD) is introduced to extract the extrinsic information from the symbol detector, and the cooperative non-Gray mapping is also designed. In addition, for error floor lowering, an interleaver is inserted to ensure the cascaded degree-2 variable nodes are separated to individual symbols. The simulation results show that the proposed coded modulation scheme can provide a practical error floor performance with a low decoding complexity.
机译:在本文中,提出了一种用于使用极其稀疏的低密度奇偶校验(LDPC)代码的编码调制方案用于三级单元(TLC)NAND闪存的存储信号,其中编码和解码复杂性都可以显着随着极其稀疏代码图的优点而减少。为了增强解码器的性能,引入迭代检测解码(IDD)以从符号检测器提取外部信息,并且还设计了协作非灰色映射。另外,对于误差楼层降低,插入交织器以确保级联-2变量节点与各个符号分开。仿真结果表明,所提出的编码调制方案可以提供具有低解码复杂性的实用误差楼层性能。

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