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Performance of mismatched polar codes over BSCs

机译:BSC上极性码不匹配的性能

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摘要

A challenging problem related to the design of polar codes is “robustness against channel parameter variations”, as stated in Arıkan's original work. In this paper, we show that mismatched polar codes with a decoder implementation based on an approximation of the polarization transformations proposed in [3] are robust for the class of binary symmetric channels. We carry numerical simulations for the average error performance which show the rate loss incurred by the approximation is rather negligible. Combining the theoretical and experimental analysis, we conclude that mismatched polar codes can achieve rates very close to the true channel capacity for the class of binary symmetric channels.
机译:如Arıkan的原始作品所述,与极地码设计相关的一个具有挑战性的问题是“针对信道参数变化的鲁棒性”。在本文中,我们证明了基于[3]中提出的极化变换近似的解码器实现不匹配的极性码对于二进制对称信道类是鲁棒的。我们对平均误差性能进行了数值模拟,结果表明近似值所导致的速率损失可忽略不计。结合理论和实验分析,我们得出结论,不匹配的极性码可以实现非常接近于二进制对称信道类别的真实信道容量的速率。

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