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An Improved SCFlip Decoder for Polar Codes

机译:一种改进的polar码sCFlip解码器

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摘要

This paper focuses on the recently introduced Successive Cancellation Flip(SCFlip) decoder of polar codes. Our contribution is twofold. First, we proposethe use of an optimized metric to determine the flipping positions within theSCFlip decoder, which improves its ability to find the first error thatoccurred during the initial SC decoding attempt. We also show that the proposedmetric allows closely approaching the performance of an ideal SCFlip decoder.Second, we introduce a generalisation of the SCFlip decoder to a number of$\omega$ nested flips, denoted by SCFlip-$\omega$, using a similar optimizedmetric to determine the positions of the nested flips. We show that theSCFlip-2 decoder yields significant gains in terms of decoding performance andcompetes with the performance of the CRC-aided SC-List decoder with list sizeL=4, while having an average decoding complexity similar to that of thestandard SC decoding, at medium to high signal to noise ratio.
机译:本文重点介绍了最近推出的极性码的连续消除翻转(SCFlip)解码器。我们的贡献是双重的。首先,我们建议使用优化的度量来确定SCFlip解码器内的翻转位置,从而提高其查找在初始SC解码尝试期间发生的第一个错误的能力。我们还证明了所提出的度量标准可以使理想SCFlip解码器的性能更加接近。其次,我们将SCFlip解码器推广到许多$ \ omega $嵌套翻转,用SCFlip-$ \ omega $表示,使用类似的方法优化度量以确定嵌套翻转的位置。我们展示了SCFlip-2解码器在解码性能方面取得了可观的收益,并且与具有列表大小L = 4的CRC辅助SC-List解码器的性能竞争,同时平均解码复杂度与标准SC解码相似。高信噪比。

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