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
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