Efficient adaptive successive cancellation list decoders for polar codes

W. Song, Chuan Zhang, Shunqing Zhang, X. You
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引用次数: 4

Abstract

As improved versions of the successive cancellation (SC) decoder, the adaptive SC list (SCL) decoder and the segmented CRC-aided SCL (SCA-SCL) decoder can achieve notable complexity reduction compared to the traditional SCL one. However, the former only shows good reduction in high SNR region whereas the latter only works good in low SNR region. To this end, two novel efficient adaptive SCL decoding schemes are proposed to achieve good complexity reduction in both low and high SNR regions. The first one is adaptive SCA-SCL (ASCA-SCL) decoder, which is based on SCA-SCL but with varying list size. The second one is adaptive switching SCL (AS-SCL) decoder, whose list reduction metric switches with regarding to specific SNR value. Numerical results have shown that for (1024, 512) polar code and list size L = 2, compared to the state-of-the-art decoder, the proposed ASCA-SCL decoder and AS-SCL decoder can achieve up to 45.40% and 32.39% computational complexity reduction respectively, while keeping the similar decoding performance.
极性码的高效自适应逐次消列解码器
自适应链表(SCL)解码器和分段crc辅助链表(SCA-SCL)解码器作为连续消去(SC)解码器的改进版本,与传统的逐次消去(SCL)解码器相比,复杂度显著降低。但前者仅在高信噪比区域有较好的降噪效果,而后者仅在低信噪比区域有较好的降噪效果。为此,提出了两种新的高效自适应SCL译码方案,在低信噪比和高信噪比区域都能很好地降低复杂度。第一种是自适应SCA-SCL (ASCA-SCL)解码器,它基于SCA-SCL,但具有不同的列表大小。第二种是自适应切换SCL (AS-SCL)解码器,它的列表缩减度量根据特定的信噪比值进行切换。数值结果表明,对于(1024,512)极性码和列表大小L = 2,与现有解码器相比,ASCA-SCL解码器和AS-SCL解码器的计算复杂度分别降低了45.40%和32.39%,同时保持了相似的解码性能。
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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