连续消去极化解码器的有效分区实现

Yuta Ideguchi, N. Kamiya, Masashi Tawada, N. Togawa
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引用次数: 1

摘要

本文提出了一种有效的现场可编程门阵列(FPGA)实现连续取消(SC)解码器,该解码器最近作为5G无线系统采用的纠错码而引起了人们的关注。我们重点研究了将SC解码过程划分为组合逻辑部分和顺序逻辑部分的有效方法。可以看出,长度为N(= N1N2)的SC解码器可以分为长度为N2的N1个SC解码器和长度为N1的单个SC解码器两部分。虽然第一部分中的N1解码器可以并行执行,但第二部分中的解码过程是顺序执行的,这将由于长延迟而导致瓶颈。我们提出了一种SC解码器架构,其中第一部分使用顺序逻辑电路实现,第二部分仅使用组合逻辑电路实现。解码器的总体延迟和时钟频率由N的除数N1来平衡,并且我们表明,适当选择N1可以产生具有高吞吐量的高效实现。我们展示了1024位长度的极性码解码器架构的FPGA实现,并表明我们的FPGA解码器可以实现比传统顺序半并行解码器高三倍的吞吐量,而不会显着增加硬件资源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Effectively Partitioned Implementation for Successive-Cancellation Polar Decoder
This paper proposes an effective field-programmable gate array (FPGA) implementation of a successive-cancellation (SC) decoder for polar codes that have recently attracted attention as error-correcting codes adopted for 5G wireless systems. We focus on effective ways of partitioning the SC decoding procedure into combinational and sequential logic parts. It can be shown that the SC decoder of length N(= N1N2) can be divided into two parts: N1 SC decoders of length N2 and a single SC decoder of length N1. While the N1 decoders in the first part can perform in parallel, the decoding procedure in the second part is performed sequentially, which causes a bottleneck due to a long latency. We present an SC decoder architecture in which the first part is implemented using sequential logic circuits, and the second part is implemented using only combinational logic circuits. The overall latency and clock frequency of the decoder are balanced by the divisor N1 of N, and we show that an appropriate choice of N1 yields an efficient implementation with a high throughput. We demonstrate an FPGA implementation of the decoder architecture for a 1024-bit-length polar code and show that our FPGA decoder can achieve three times higher throughput than the conventional sequential semi-parallel decoder without significantly increasing the hardware resources.
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