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Simplified Trellis Min–Max Decoder Architecture for Nonbinary Low-Density Parity-Check Codes

机译:非二进制低密度奇偶校验码的简化网格最小-最大解码器架构

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Nonbinary low-density parity-check (NB-LDPC) codes have become an efficient alternative to their binary counterparts in different scenarios, such as moderate codeword lengths, high-order modulations, and burst error correction. Unfortunately, the complexity of NB-LDPC decoders is still too high for practical applications, especially for the check node (CN) processing, which limits the maximum achievable throughput. Although a great effort has been made in the recent literature to overcome this disadvantage, the proposed decoders are still not ready for high-speed implementations for high-order fields. In this paper, a simplified trellis min–max algorithm is proposed, where the CN messages are computed in a parallel way using only the most reliable information. The proposed CN algorithm is implemented using a horizontal layered schedule. The overall decoder architecture has been implemented in a 90-nm CMOS process for a ( and ) NB-LDPC code over GF(32), achieving a throughput of 660 Mb/s at nine iterations based on postlayout results. This decoder increases hardware efficiency compared with the existing recent solutions for the same code.
机译:非二进制低密度奇偶校验(NB-LDPC)码已成为在不同情况下(例如中等码字长度,高阶调制和突发错误校正)与其二进制对应物的有效替代方案。不幸的是,对于实际应用,NB-LDPC解码器的复杂性仍然过高,特别是对于校验节点(CN)处理而言,这限制了可实现的最大吞吐量。尽管在最近的文献中已经做出很大的努力来克服该缺点,但是所提出的解码器仍未准备好用于高阶场的高速实现。在本文中,提出了一种简化的网格最小-最大算法,其中仅使用最可靠的信息以并行方式计算CN消息。所提出的CN算法是使用水平分层时间表来实现的。整个解码器体系结构已通过GF(32)上的(和)NB-LDPC代码在90-nm CMOS工艺中实现,基于后期布局结果,在九次迭代中实现了660 Mb / s的吞吐量。与现有的针对相同代码的最新解决方案相比,该解码器提高了硬件效率。

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