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FPGA architecture of multi-codeword LDPC decoder with efficient BRAM utilization

机译:具有高效BRAM利用的多码字LDPC解码器FPGA体系结构

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Implementation of Quasi-Cyclic (QC) Low Density Parity-Check (LDPC) decoder on FPGA devices has shown great interest in both wireless communication, as well as error correction for Flash memories. This paper presents an FPGA flooded LDPC decoder which uses multiple codeword processing for efficient memory utilization. It is based on a partially parallel implementation, which relies on memory blocks for message passing between the processing units. We obtain efficient memory utilization by packing multiple messages corresponding to multiple codewords into the same Block RAM word. The increase in throughput is linear with the number of processed codewords. The proposed LDPC decoder can process up to 9 codewords in parallel, for 4-bit message quantization, or up to 12 codewords, for 3-bit message quantization, without introducing significant memory overhead.
机译:在FPGA器件上的准循环(QC)低密度奇偶奇偶校验(LDPC)解码器对无线通信以及闪存的误差校正表现出很大的兴趣。本文介绍了一个FPGA泛滥的LDPC解码器,它使用多个码字处理来实现高效的内存利用率。它基于部分平行实现,其依赖于用于在处理单元之间传递的消息的存储块。通过将对应于多个码字的多个消息包装到同一块RAM字,获取有效的内存利用率。吞吐量的增加是具有处理后码字的数量的线性。所提出的LDPC解码器可以并行地处理多达9个码字,用于4比特消息量化,或者最多12个码字,用于3位消息量化,而不引入显着的存储器开销。

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