通过列表修剪降低U-UV码的SCL译码复杂度

Wenhao Chen, Li Chen, Huazi Zhang
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引用次数: 0

摘要

采用代数分量码的U-UV结构编码在中短长度范围内具有良好的纠错性能。由BCH分量码及其有序统计译码(OSD)组成的U-UV码的连续消去表译码(SCL)优于循环冗余校验(CRC)极码。然而,随着解码输出列表大小L的增加,这个列表解码的复杂性变得可怕。本文提出了降低SCL复杂度的列表修剪技术。它消除了没有希望的解码路径,以减少冗余的解码操作。我们表明,这可以通过估计解码路径的后验概率(APP)或估计动态性能损失来实现。随后,针对U-UV码提出了两种列表解码方案。仿真结果表明,这两种方法都能有效降低U-UV码的SCL译码复杂度,但性能损失很小。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reduced Complexity SCL Decoding of U-UV Codes Through List Pruning
U-UV structural coding with algebraic component codes can provide competent error-correction performance in the short-to-medium length regime. Constituted by BCH component codes and its ordered statistics decoding (OSD), the successive cancellation list (SCL) decoding of U-UV codes can outperform that of cyclic redundancy check (CRC)-polar codes. However, this list decoding complexity becomes formidable as the decoding output list size L increases. This paper proposes the list pruning techniques for reducing the SCL complexity. It eliminates the unpromising decoding paths, in an effort to reduce redundant decoding operations. We show that this can be realized through either estimating the a posterior probability (APP) of a decoding path, or estimating the dynamic performance loss. Subsequently, two list decoding schemes are proposed for U-UV codes. Our simulation results show that they can both effectively reduce the SCL decoding complexity of U-UV codes with marginal performance loss.
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