Improving Short-Length LDPC Codes with a CRC and Iterative Ordered Statistic Decoding : (Invited Paper)

Wei Zhou, M. Lentmaier
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引用次数: 4

Abstract

We present a CRC-aided LDPC coding scheme that can outperform the underlying LDPC code under ordered statistic decoding (OSD). In this scheme, the CRC is used jointly with the LDPC code to construct a candidate list, instead of conventionally being regarded as a detection code to prune the list generated by the LDPC code alone. As an example we consider a (128,64)5 G LDPC code with BP decoding, which we can outperform by 2 dB using a (128,72) LDPC code in combination with a 8-bit CRC under OSD of order t=3. The proposed decoding scheme for CRC-aided LDPC codes also achieves a better performance than the conventional scheme where the CRC is used to prune the list. A manageable complexity can be achieved with iterative reliability based OSD, which is demonstrated to perform well with a small OSD order.
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用CRC和迭代有序统计译码改进短长度LDPC码:(特邀论文)
我们提出了一种crc辅助LDPC编码方案,该方案在有序统计解码(OSD)下优于底层LDPC编码。在该方案中,CRC与LDPC码共同构建候选列表,而不是传统的将其作为检测码来对LDPC码单独生成的列表进行剪枝。作为一个例子,我们考虑了一个带有BP解码的(128,64)5g LDPC码,我们可以使用(128,72)LDPC码与8位CRC结合使用,在OSD为t=3的情况下,我们可以将其性能提高2 dB。本文提出的CRC辅助LDPC码的译码方案也比使用CRC对列表进行剪枝的传统译码方案取得了更好的性能。基于迭代可靠性的OSD可以实现可管理的复杂性,并且在较小的OSD顺序下表现良好。
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