The polar codes introduced by Arikan in 2009 achieve the capacity of binary-input discrete memoryless channels (BIDMCs) with low complexity encoding and decoding. Identifying the unreliable synthetic channels, generated by Arikan transformation during the construction of these polar codes, is crucial. Currently, because of the large size of the output alphabets of synthetic channels, there is no efficient and practical approach to evaluate their reliability in general. To tackle this problem, by converting the generation of synthetic channels in polar code construction into algebraic operations, in this paper we develop a method to characterize the synthetic channels as random switching channels of binary symmetric channels when the underlying channels are symmetric. Moreover, a lower bound for the average number of elements that possess the same likelihood ratio within the output alphabet of any synthetic channel generated in polar codes is also derived.
翻译:Arikan于2009年提出的极化码能以较低的编码和译码复杂度达到二进制输入离散无记忆信道(BIDMC)的容量。识别这些极化码构造过程中由Arikan变换产生的不可靠合成信道至关重要。目前,由于合成信道输出字母表规模巨大,通常缺乏高效且实用的方法来评估其可靠性。为解决该问题,本文将极化码构造中合成信道的生成转化为代数运算,当底层信道对称时,发展了一种将合成信道表征为二进制对称信道的随机切换信道的方法。此外,本文还推导了极化码中任意合成信道输出字母表内具有相同似然比的元素平均数量的一个下界。