Reduced-latency LLR-based SC List Decoder for Polar Codes

Bo Yuan, K. Parhi
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引用次数: 8

Abstract

Polar codes, as the new generation of channel codes, have potential applications in communication and storage systems. Successive-cancellation list (SCL) algorithm is the main decoding approach for improving the error-correcting performance of polar codes. Recently low-complexity SCL decoders in the log-likelihood-ratio (LLR) form were proposed to replace the original ones in the likelihood form. However, these LLR-based SCL decoders can only decode 1 bit in one cycle, which leads to very long latency. This paper, for the first time, presents a reduced-latency LLR-based SCL decoder. With the new decoding scheme that determines 2 bits simultaneously, the proposed (n, k) decoder reduces the entire decoding latency from 3n-2 to 3n-2 clock cycles with the same critical path delay as the prior LLR-based SCL decoders. As a result, the decoding throughput and hardware efficiency are increased by a factor of 1.5. In addition, compared to a prior reduced-latency non-LLR-based SCL decoder, the proposed work reduces the area by two times as well.
基于低延迟llr的极性码SC列表解码器
极性码作为新一代信道码,在通信和存储系统中具有潜在的应用前景。连续抵消表(SCL)算法是提高极化码纠错性能的主要译码方法。最近提出了对数似然比(LLR)形式的低复杂度SCL解码器来取代原来的似然形式的解码器。然而,这些基于llr的SCL解码器在一个周期内只能解码1位,这导致了非常长的延迟。本文首次提出了一种基于低延迟llr的SCL解码器。通过同时确定2位的新解码方案,所提出的(n, k)解码器将整个解码延迟从3n-2个时钟周期减少到3n-2个时钟周期,并具有与先前基于llr的SCL解码器相同的关键路径延迟。因此,解码吞吐量和硬件效率提高了1.5倍。此外,与先前减少延迟的非基于llr的SCL解码器相比,所提出的工作也将面积减少了两倍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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