Successive-Cancellation Flip Decoding of Polar Codes Under Fixed Channel-Production Rate

Ilshat Sagitov, Charles Pillet, Pascal Giard
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Abstract

Polar codes are a class of error-correcting codes that provably achieve the capacity of practical channels under the low-complexity successive-cancellation flip (SCF) decoding algorithm. However, the SCF decoding algorithm has a variable execution time with a high (worst-case) decoding latency. This characteristic poses a challenge to the design of receivers that have to operate at fixed data rates. In this work, we propose a multi-threshold mechanism that restrains the delay of a SCF decoder depending on the state of the buffer to avoid overflow. We show that the proposed mechanism provides better error-correction performance compared to a straightforward codeword-dropping mechanism at the cost of a small increase in complexity. In the region of interest for wireless communications, the proposed mechanism can prevent buffer overflow while operating with a fixed channel-production rate that is 1.125 times lower than the rate associated to a single decoding trial.
固定信道生产率下极性编码的逐次消隐翻转解码
极性编码是一类误差校正编码,在低复杂度的逐次消隐翻转(SCF)解码算法下,它可以达到实用信道的容量。然而,SCF 译码算法的执行时间可变,译码延迟(最坏情况)较高。这一特点对设计必须以固定数据速率运行的接收器提出了挑战。在这项工作中,我们提出了一种多阈值机制,根据缓冲区的状态限制 SCF 解码器的延迟,以避免溢出。我们的研究表明,与直接丢弃编解码器的机制相比,所提出的机制能提供更好的纠错性能,但复杂度略有增加。在无线通信所关注的区域内,所提出的机制可以防止缓冲区溢出,同时以固定的信道生成速率运行,该速率比与单次解码试验相关的速率低 1.125 倍。
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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