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An Efficient Memory-Address Remapping Technique for High-Throughput QC-LDPC Decoder

机译:高通量QC-LDPC解码器的高效存储地址重映射技术

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This paper presents an efficient memory-address remapping technique for a high-throughput quasi-cyclic low-density parity check (QC-LDPC) decoder. In general, an LDPC decoder needs a large size of embedded memories for the temporal storage of the check node process (CNP) and variable node process (VNP) outputs. To increase the decoder throughput, overlapping the CNP and VNP operations is necessary; however, the parallel operations are mainly restricted by the embedded memory bandwidth. This work presents an efficient memory management approach in an LDPC decoder, where the memory-address conflicts and redundant memory-read operations are effectively reduced by using a proposed memory-address remapping technique. As a result, parallel variable node unit operations significantly increase, leading to higher throughput. When the proposed approach is applied to the various code rates of IEEE std. 802.16-2009, increases in decoding speed of up to 1.52X per iteration are achieved for overlapped message passing algorithm-based architecture, along with considerable reductions in the number of memory-read accesses. Using a 0.13-μm CMOS process, a QC-LDPC decoder with multi-code rates is implemented, and the experimental results show that the proposed decoder achieves considerable throughput area ratio increase with energy savings compared to the conventional approaches.
机译:本文提出了一种高效的内存地址重映射技术,用于高吞吐量的准循环低密度奇偶校验(QC-LDPC)解码器。通常,LDPC解码器需要大尺寸的嵌入式存储器来临时存储校验节点过程(CNP)和可变节点过程(VNP)输出。为了增加解码器的吞吐量,需要重叠CNP和VNP操作。但是,并行操作主要受嵌入式内存带宽的限制。这项工作提出了一种LDPC解码器中有效的内存管理方法,其中通过使用建议的内存地址重新映射技术可以有效地减少内存地址冲突和冗余的内存读取操作。结果,并行可变节点单元操作显着增加,从而导致更高的吞吐量。当建议的方法应用于IEEE std的各种编码率时。在基于802.16-2009的情况下,对于重叠的基于消息传递算法的体系结构,每次迭代的解码速度提高了1.52倍,同时显着减少了内存读取访问的次数。使用0.13μmCMOS工艺,实现了具有多码率的QC-LDPC解码器,实验结果表明,与传统方法相比,该解码器在节省能源的同时实现了相当大的吞吐面积比的增加。

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