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Non-binary low-density parity check (LDPC) decoding using trellis maximization

机译:使用网格最大化的非二进制低密度奇偶校验(LDPC)解码

摘要

Data storage systems may include a solid-state memory array configured to store encoded data units and a controller configured to decode the encoded data units. Decoding the encoded data units may include updating a check node of a plurality of check nodes associated with a parity check matrix by identifying first and second sets of variable nodes in a plurality of variable nodes associated in the parity check matrix with the check node and constructing a trellis based on the second set of variable nodes. The trellis may be used to determine a message and, based at least in part on the message, a first set of messages to be sent from the check node to the first set of variable nodes may be determined. A second set of messages to be sent from the check node to each variable node in the second set of variable nodes also may be determined.
机译:数据存储系统可以包括配置为存储编码的数据单元的固态存储器阵列和配置为对编码的数据单元进行解码的控制器。解码编码的数据单元可以包括通过识别与校验节点相关联的奇偶校验矩阵中的多个变量节点中的第一和第二组变量节点,来更新与奇偶校验矩阵相关联的多个校验节点中的校验节点,并构造基于第二组变量节点的网格。网格可以用于确定消息,并且至少部分地基于消息,可以确定要从校验节点发送到可变节点的第一集合的消息的第一集合。还可以确定要从校验节点发送到第二组变量节点中的每个变量节点的第二组消息。

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