On the performance of polar codes for 5G eMBB control channel

Seyyed Ali Hashemi, C. Condo, Furkan Ercan, W. Gross
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引用次数: 15

Abstract

Polar codes are a class of error-correcting codes which can provably achieve the capacity of a binary memoryless symmetric channel with low-complexity encoding and decoding algorithms. They have been selected for use in the next generation of wireless communications, as a coding scheme for the enhanced mobile broadband (eMBB) control channel, which requires codes with short lengths and low rates. Successive-cancellation (SC), SC list (SCL), and their modifications, are some of the most studied polar code decoding algorithms. In this paper, we study polar codes of short lengths and different code rates. We show that for a fixed target frame error rate (FER), there is an optimal code rate with which SC and SCL decoders can achieve it with maximum power efficiency. In addition, we study the effect of CRC on the error-correction performance of SCL decoders and show that there is an optimal CRC length with which the decoder achieves its best results. We further analyze the speed of polar code decoding by considering state-of-the-art fast SCL decoders available in literature, thus providing a survey of the decoder design space for eMBB, considering error-correction performance, achievable throughput, flexibility and estimated complexity.
5G eMBB控制信道极化码性能研究
极性码是一类纠错码,它可以用低复杂度的编码和解码算法实现二进制无内存对称信道的容量。它们已被选择用于下一代无线通信,作为增强型移动宽带(eMBB)控制信道的编码方案,该信道需要短长度和低速率的编码。连续消去(SC)、连续消去列表(SCL)及其修正算法是目前研究最多的两极码译码算法。本文研究了短长度和不同码率的极性码。我们表明,对于固定的目标帧错误率(FER),存在一个最佳码率,SC和SCL解码器可以以最大的功率效率实现它。此外,我们研究了CRC对SCL解码器纠错性能的影响,并表明存在一个最佳的CRC长度,解码器可以达到最佳效果。通过考虑文献中最先进的快速SCL解码器,我们进一步分析了极性码解码的速度,从而提供了eMBB解码器设计空间的调查,考虑了纠错性能,可实现的吞吐量,灵活性和估计的复杂性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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