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Exploiting Thread-Level Parallelism of Irregular LDPC Decoder with Simultaneous Multi-threading Technique

机译:具有同声多线程技术的不规则LDPC解码器的螺纹级并行性

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Irregular LDPC (Low Density Parity Check) code is a powerful error correction code in wireless communication applications. However, irregular LDPC decoder has limited instruction-level parallelism. This paper exploits the thread-level parallelism of irregular LDPC decoders with simultaneous multi-threading (SMT) techniques. The simulations with random constructed parity check matrixes under different signal-to-noise ratios and three block lengths show that it can attain 16.7%~45.3% performance improvement by SMT technique with the area cost increasing by about 17.73%, which supposes that SMT is an efficient technique to improve the performance of irregular LDPC decoders.
机译:不规则的LDPC(低密度奇偶校验检查)代码是无线通信应用中强大的纠错码。但是,不规则的LDPC解码器具有有限的指令级并行性。本文利用了具有同时多线(SMT)技术的不规则LDPC解码器的线程平行度。在不同信噪比下的随机构造奇偶校验矩阵和三个嵌段长度的模拟表明,SMT技术可以获得16.7%〜45.3%的性能提高,该区域成本增加约17.73%,这使得SMT是提高不规则LDPC解码器性能的有效技术。

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