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Efficient Operation Scheduling in Successive-Cancellation-based polar decoders

机译:基于连续取消的极坐标解码器中的有效操作调度

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Polar codes are a class of error correcting codes that can achieve channel capacity, and that have been selected for the next generation of wireless communication standards. Successive-cancellation (SC) is the first proposed decoding algorithm for polar codes, suffering from mediocre error-correction performance at medium code length and relatively long decoding latency. Various evolutions of SC are present in literature, attempting to overcome said limitations. Decoder architectures implementing SC-based algorithms are present in literature, spanning a wide variety of decoding algorithms and implementing different architectural solutions to decrease the area occupation, power and energy consumption, and increase speed and throughput. In this work, we propose two techniques that aim at reducing the decoding latency of SC-based decoders: they rely on the optimization of the scheduling of operations in SC. They are complementary to each other, each one being applicable to the part of the algorithm where the other can not. Depending on the decoder architecture, latency analysis shows improvements ranging between 15.79% and 33.34%, when both techniques are combined.
机译:极地码是一类可以实现信道容量的纠错码,已被选择用于下一代无线通信标准。连续取消(SC)是第一个提出的用于极性码的解码算法,在中等码长和相对较长的解码等待时间下具有中等的纠错性能。文献中存在SC的各种演变,试图克服上述局限性。文献中提供了实现基于SC的算法的解码器体系结构,涵盖了多种解码算法并实现了不同的体系结构解决方案,以减少面积占用,功耗和能耗,并提高速度和吞吐量。在这项工作中,我们提出了两种旨在减少基于SC的解码器的解码延迟的技术:它们依赖于SC中操作调度的优化。它们彼此互补,每个都适用于算法中另一部分不能实现的部分。两种解码器结合使用时,根据解码器体系结构,延迟分析显示出介于15.79%到33.34%之间的改进。

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