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Joint Successive Cancellation Decoding of Polar Codes over Intersymbol Interference Channels

机译:Intersymbol上极坐标码联合连续取消解码   干扰频道

摘要

Polar codes are a class of capacity-achieving codes for the binary-inputdiscrete memoryless channels (B-DMCs). However, when applied in channels withintersymbol interference (ISI), the codes may perform poorly with BCJRequalization and conventional decoding methods. To deal with the ISI problem,in this paper a new joint successive cancellation (SC) decoding algorithm isproposed for polar codes in ISI channels, which combines the equalization andconventional decoding. The initialization information of the decoding method isthe likelihood functions of ISI codeword symbols rather than the codewordsymbols. The decoding adopts recursion formulas like conventional SC decodingand is without iterations. This is in contrast to the conventional iterativealgorithm which performs iterations between the equalizer and decoder. Inaddition, the proposed SC trellis decoding can be easily extended to listdecoding which can further improve the performance. Simulation shows that theproposed scheme significantly outperforms the conventional decoding schemes inISI channels.
机译:极地码是用于二进制输入离散无内存通道(B-DMC)的一类容量实现码。但是,当在具有符号间干扰(ISI)的信道中应用时,这些代码在BCJRequalification和常规解码方法下可能会表现不佳。针对ISI问题,本文提出了一种针对ISI信道中极性码的联合连续相消(SC)解码算法,该算法将均衡和常规解码相结合。解码方法的初始化信息是ISI码字符号的似然函数,而不是码字符号。解码采用类似于常规SC解码的递归公式,并且没有迭代。这与在均衡器和解码器之间执行迭代的常规迭代算法相反。另外,所提出的SC网格解码可以容易地扩展到列表解码,这可以进一步提高性能。仿真表明,该方案在ISI信道上明显优于传统的解码方案。

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