具有高效BRAM利用率的多码字LDPC解码器的FPGA结构

S. Nimara, O. Boncalo, A. Amaricai, M. Popa
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引用次数: 11

摘要

在FPGA器件上实现准循环(QC)低密度奇偶校验(LDPC)解码器在无线通信和闪存纠错方面表现出极大的兴趣。本文提出了一种FPGA泛LDPC解码器,该解码器采用多码字处理来提高内存利用率。它基于部分并行实现,它依赖于内存块在处理单元之间传递消息。我们通过将多个码字对应的多个消息打包到同一个块RAM字中来获得有效的内存利用。吞吐量的增加与处理码字的数量成线性关系。所提出的LDPC解码器可以并行处理多达9个码字,用于4位消息量化,或多达12个码字,用于3位消息量化,而不会引入显着的内存开销。
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FPGA architecture of multi-codeword LDPC decoder with efficient BRAM utilization
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.
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