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Design of High-Throughput Fully Parallel LDPC Decoders Based on Wire Partitioning

机译:基于线划分的高吞吐量全并行LDPC解码器设计

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摘要

We present a method to design high-throughput fully parallel low-density parity-check (LDPC) decoders. With our method, a decoder's longest wires are divided into several short wires with pipeline registers. Log-likelihood ratio messages transmitted along with these pipelined paths are thus sent over multiple clock cycles, and the decoder's critical path delay can be reduced while maintaining comparable bit error rate performance. The number of registers inserted into paths is estimated by using wiring information extracted from initial placement and routing information with a conventional LDPC decoder, and thus only necessary registers are inserted. Also, by inserting an even number of registers into the longer wires, two different codewords can be simultaneously decoded, which improves the throughput at a small penalty in area. We present our design flow as well as post-layout simulation results for several versions of a length-1024, (3,6)-regular LDPC code. Using our technique, we achieve a maximum uncoded throughput of 13.21 Gb/s with an energy consumption of 0.098 nJ per uncoded bit at E b/N0 = 5 dB. This represents a 28% increase in throughput, a 30% decrease in energy per bit, and a 1.6% increase in core area with respect to a conventional parallel LDPC decoder, using a 90-nm CMOS technology.
机译:我们提出了一种设计高吞吐量,完全并行的低密度奇偶校验(LDPC)解码器的方法。使用我们的方法,解码器的最长导线分为带有流水线寄存器的几条短导线。因此,与这些流水线路径一起发送的对数似然比消息是在多个时钟周期上发送的,解码器的关键路径延迟可以降低,同时保持相当的误码率性能。通过使用从常规的LDPC解码器从初始放置和布线信息中提取的布线信息来估计插入路径中的寄存器的数量,因此,仅插入必要的寄存器。另外,通过将偶数个寄存器插入较长的导线,可以同时解码两个不同的码字,从而以较小的面积代价提高了吞吐量。我们介绍了几种版本的长度为1024,(3,6)-常规LDPC代码的设计流程以及布局后的仿真结果。使用我们的技术,在E b / N0 = 5 dB时,每个未编码比特的能耗为0.098 nJ,从而实现了13.21 Gb / s的最大未编码吞吐量。与使用90 nm CMOS技术的传统并行LDPC解码器相比,这意味着吞吐量提高了28%,每位能量降低了30%,核心面积增加了1.6%。

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