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首页> 外文期刊>Journal of signal processing systems for signal, image, and video technology >Operation Merging for Hardware Implementations of Fast Polar Decoders
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Operation Merging for Hardware Implementations of Fast Polar Decoders

机译:快速极性解码器的硬件实现的操作合并

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Polar codes are a class of linear block codes that provably achieves channel capacity. They have been selected as a coding scheme for the control channel of enhanced mobile broadband (eMBB) scenario for 5(th) generation wireless communication networks (5G) and are being considered for additional use scenarios. As a result, fast decoding techniques for polar codes are essential. Previous works targeting improved throughput for successive-cancellation (SC) decoding of polar codes are semi-parallel implementations that exploit special maximum-likelihood (ML) nodes. In this work, we present a new fast simplified SC (Fast-SSC) decoder architecture. Compared to a baseline Fast-SSC decoder, our solution is able to reduce the memory requirements. We achieve this through a more efficient memory utilization, which also enables to execute multiple operations in a single clock cycle. Finally, we propose new special node merging techniques that improve the throughput further, and detail a new Fast-SSC-based decoder architecture to support merged operations. The proposed decoder reduces the operation sequence requirement by up to 39%, which enables to reduce the number of time steps to decode a codeword by 35%. ASIC implementation results with 65 nm TSMC technology show that the proposed decoder has a throughput improvement of up to 31% compared to previous Fast-SSC decoder architectures.
机译:极性码是一类线性分组码,可证明实现了信道容量。它们已被选作第5代无线通信网络(5G)增强移动宽带(eMBB)场景控制信道的编码方案,并正在考虑用于其他使用场景。结果,用于极性码的快速解码技术是必不可少的。以前针对极性代码的连续取消(SC)解码提高吞吐量的工作是利用特殊最大似然(ML)节点的半并行实现。在这项工作中,我们提出了一种新的快速简化的SC(Fast-SSC)解码器体系结构。与基准Fast-SSC解码器相比,我们的解决方案能够减少内存需求。我们通过更有效的内存利用率实现了这一目标,该内存利用率还使得可以在单个时钟周期内执行多个操作。最后,我们提出了新的特殊节点合并技术,可以进一步提高吞吐量,并详细介绍了一种新的基于Fast-SSC的解码器架构,以支持合并操作。所提出的解码器将操作序列要求降低了多达39%,这使得解码代码字的时间步数减少了35%。使用65 nm TSMC技术的ASIC实现结果表明,与以前的Fast-SSC解码器体系结构相比,该解码器的吞吐量提高了31%。

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