极性码的编解码原理及其性能仿真

Xiaoting Du, Xianfan Xu
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引用次数: 4

摘要

基于信道组合和分裂,二元离散信道会出现信道极化现象,当组合信道数量趋于无穷大时,一部分信道将成为无噪声的理想信道,另一部分信道将成为纯噪声信道。极化码是一种基于信道极化的信道编码方法,理论上可以达到香农极限。介绍了信道极化的过程、发生器矩阵的生成以及极化码的编码方法;此外,还解释了一种译码方法,称为连续抵消,根据任意给定的gn - coset码,通过计算每一级的LR来求解估计的接收码。最后,利用MATLAB仿真了二进制擦除信道下极性码的信道容量,并仿真分析了编码速率对极性码性能的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The encode and decode theory of polar code and its performance simulating
Based on the channel combination and split, the binary discrete channel will come up a channel polarization phenomenon, when the number of combined channels tends to infinity, part of the channels will become ideal channel without any noise and another part of the channels will became pure noisy channel. The polarization code is a kind of channel coding method based on channel polarization, which can reach Shannon limit in theory. The paper introduced the process of channel polarization, the generations of the generator matrix and the encode method of polar code; besides, it explain a decoding method called succession cancellation, according to any given a GN-cosset code, the estimated received-code can be solved out by calculating each level's LR. Finally, it simulated the channel capacity of polar code under binary erasure channel with MATLAB, as well, it simulated and analyzed d the influence of coding rate for the performance of polar code.
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