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A low complexity LDPC-BCH concatenated decoder for NAND flash memory

机译:NAND闪存的低复杂性LDPC-BCH连接解码器

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Low-density parity-check (LDPC) codes are widely used in NAND flash memory as an advanced error correction method due to their excellent correcting capability. The major challenge is the error floor problem. Dispersed array LDPC (DA-LDPC) code is highly structured and provides implementation convenience due to its regularity. In this paper, it is shown that the constructed (18289, 16384) DA-LDPC code suffers the error floor at BER of 10?9, which is far from the demand of flash memory error control. Carefully observing the error patterns in the error floor region, we propose a concatenation of BCH code to alleviate this issue. The error floor has been successfully brought down to BER of 10?14 by concatenating a BCH code with correcting capability of 14 bits. Compared to the standalone LDPC decoder, the concatenated decoder only consumes 7% extra hardware and the code rate penalty is less than 1%. Meanwhile, hardware implementation has shown that the throughput can achieve 3.52 Gbps with 6 iterations under a clock frequency of 200 MHz.
机译:由于其出色的校正能力,低密度奇偶校验(LDPC)代码被广泛用于NAND闪存作为先进的纠错方法。主要挑战是错误地板问题。分散的阵列LDPC(DA-LDPC)代码高度结构化,并由于其规则而提供了实现便利性。在本文中,示出了构造的(18289,16384)DA-LDPC码在10?9的BER的误差楼层遭受,这远非闪存错误控制的需求。仔细观察错误楼层区域中的错误模式,我们提出了BCH码的连接来缓解此问题。通过将BCH码连接到校正14位的能力来成功地将错误楼层成功降低到10?14的BER。与独立的LDPC解码器相比,连接解码器仅消耗7%的额外硬件,代码率惩罚小于1%。同时,硬件实现表明,吞吐量可以在200 MHz的时钟频率下实现3.52 Gbps,6个迭代。

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