• DocumentCode
    579306
  • Title

    Performance of rate 0.96 (68254, 65536) EG-LDPC code for NAND Flash memory error correction

  • Author

    Kim, Jonghong ; Lee, Dong-hwan ; Sung, Wonyong

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Seoul Nat. Univ., Seoul, South Korea
  • fYear
    2012
  • fDate
    10-15 June 2012
  • Firstpage
    7029
  • Lastpage
    7033
  • Abstract
    As the process technology scales down and the number of bits per cell increases, NAND Flash memory is more prone to bit errors. In this paper, we employ a rate-0.96 (68254, 65536) Euclidean geometry (EG) low-density parity-check (LDPC) code for NAND Flash memory error correction, and evaluate the performance under binary input (BI) additive white Gaussian noise (AWGN) and NAND Flash memory channels. The performance effect of output signal quantization is also studied. We show the strategies for determining the optimum quantization boundaries and computing the quantized log-likelihood ratio (LLR) for the NAND Flash channel model that is approximated as a mixture of Gaussian distributions. Simulation results show that the error performance with the NAND Flash memory channel is much different from that with the BI-AWGN channel. Since the distribution of NAND Flash memory output signal is not stationary, it is important to accurately assess the stochastic distribution of the signal for optimum sensing.
  • Keywords
    Gaussian distribution; NAND circuits; error correction codes; flash memories; geometry; parity check codes; signal processing; BI AWGN channel; EG; Euclidean geometry low-density parity-check code; Gaussian distributions; LLR; NAND Flash memory error correction; binary input additive white Gaussian noise; optimum quantization boundaries; optimum sensing; output signal quantization; quantized log-likelihood ratio; rate 0.96 (68254, 65536) EG-LDPC code; stochastic distribution; Bit error rate; Error correction codes; Flash memory; Parity check codes; Quantization; Sensors; Threshold voltage; LDPC codes; NAND Flash memory; quantization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications (ICC), 2012 IEEE International Conference on
  • Conference_Location
    Ottawa, ON
  • ISSN
    1550-3607
  • Print_ISBN
    978-1-4577-2052-9
  • Electronic_ISBN
    1550-3607
  • Type

    conf

  • DOI
    10.1109/ICC.2012.6364973
  • Filename
    6364973