基于网格的扩展最小和解码非二进制LDPC码

Erbao Li, K. Gunnam, D. Declercq
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引用次数: 38

摘要

在本文中,我们提出了一种新的方法来实现扩展最小和(EMS)算法基于网格表示输入消息到检查节点。原始的EMS通过只选择nm最可靠的值和引入配置集conf(nm, nc)的思想来降低解码的复杂性,其中nc是与最可靠的输出配置的偏差数。我们建议通过基于增量消息构建配置网格来直接处理偏差空间,这可以作为一种新的可靠性度量。该算法被称为网格- ems (T-EMS)。通过使用新的网格表示,每一行网格只需要考虑nc+1个最小值,这降低了排序的复杂性。偏差空间中的网格表示还减少了测试的输出配置的数量,而没有任何性能下降。该方法特别适用于中等域大小q和较大校验节点度的非二进制LDPC码。
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Trellis based Extended Min-Sum for decoding nonbinary LDPC codes
In this paper, we propose a new method to implement the Extended Min-Sum (EMS) algorithm based on trellis representation of inputting messages to the check node. The original EMS reduces the decoding complexity by choosing only nm most reliable values and by introducing the idea of configuration sets conf(nm, nc), where nc is the number of deviations from the most reliable output configuration. We propose to work directly on the deviation space by building a configuration trellis based on delta messages, which serves as a new reliability measure. The algorithm is called trellis-EMS (T-EMS). By using the new trellis representation, only nc+1 minimum values from each row of the trellis need to be considered, which reduces the ordering complexity. The trellis representation in the deviation space also reduces the number of output configurations tested, without any performance degradation. Our method is especially suitable for moderate field size q and large check node degree nonbinary LDPC codes.
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