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Method for decoding data in non-volatile storage using reliability metrics based on multiple reads

机译:使用基于多次读取的可靠性指标对非易失性存储中的数据进行解码的方法

摘要

Data stored in non-volatile storage is decoded using iterative probabilistic decoding and multiple read operations to achieve greater reliability. An error correcting code such as a low density parity check code may be used. In one approach, initial reliability metrics, such as logarithmic likelihood ratios, are used in decoding read data of a set of non-volatile storage element. The decoding attempts to converge by adjusting the reliability metrics for bits in code words which represent the sensed state. If convergence does not occur, e.g., within a set time period, the state of the non-volatile storage element is sensed again, current values of the reliability metrics in the decoder are adjusted, and the decoding again attempts to converge. In another approach, the initial reliability metrics are based on multiple reads. Tables which store the reliability metrics and adjustments based on the sensed states can be prepared before decoding occurs.
机译:使用迭代概率解码和多次读取操作对存储在非易失性存储器中的数据进行解码,以实现更高的可靠性。可以使用诸如低密度奇偶校验码的纠错码。在一种方法中,诸如对数似然比之类的初始可靠性度量被用于解码一组非易失性存储元件的读取数据。解码尝试通过针对表示感测状态的码字中的位调整可靠性度量来收敛。如果未发生收敛,例如在设定的时间段内,则再次感测非易失性存储元件的状态,调整解码器中的可靠性度量的当前值,并且解码再次尝试收敛。在另一种方法中,初始可靠性度量基于多次读取。可以在解码发生之前准备存储可靠性度量和基于感测状态的调整的表。

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