Design of a Multi-Core Scheduling Scheme for Tera-bit/s LDPC Decoding

Qiangyi Zhao, L. Yin
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Abstract

$A$ scheduling scheme for multi-core Low-Density Parity-Check (LDPC) decoding is proposed to make full use of logical resources and to maximize the decoding throughput in the high-speed communication systems. In the proposed scheme, consecutive code blocks are processed in different decoding cores according to a variable allocation sequence which is decided by the parity checking result of the decoding sequence. And the scheme is mathematically analyzed with the Gaussian approximation analyzing algorithm and the Sum-Product Algorithm (SPA). It is shown that the proposed scheme can improve the decoding throughput by up to 130% compared to the conventional multicore parallel architectures.
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太比特/秒LDPC解码的多核调度方案设计
为了在高速通信系统中充分利用逻辑资源,最大限度地提高解码吞吐量,提出了一种多核低密度奇偶校验(LDPC)解码调度方案。在该方案中,连续的码块在不同的译码核中按照由译码序列奇偶校验结果决定的可变分配顺序进行处理。并利用高斯逼近分析算法和和积算法对该方案进行了数学分析。实验结果表明,与传统的多核并行架构相比,该方案可将解码吞吐量提高130%。
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