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Aug, 2023
深度极化码
Deep Polar Codes
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Geon Choi, Namyoon Lee
TL;DR
本文介绍了一种新颖的预转换极化码类别,称为深度极化码。此类码具有低复杂度的编码实现和重复度增强,同时支持多种码率和码块长度,提出了一种低复杂度的解码算法和延迟低的并行解码算法,并通过模拟实验证明了其在短块长度下优于现有的预转换极化码,并展示了与循环冗余检验码级联可以在某些情况下达到有限块长度容量的元逆推 bound,与此 bound 之间仅相差 0.4 dB。
Abstract
In this paper, we introduce a novel class of pre-transformed polar codes, termed as
deep polar codes
. We first present a deep polar encoder that harnesses a series of multi-layered
polar transformations
with vary
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