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Novel multi-Gbps bit-flipping decoders for punctured LDPC codes

机译:用于穿孔LDPC码的新型多Gbps比特翻转解码器

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Conventional bit-flipping (BF) algorithms spectacularly fail to handle punctured LDPC codes as they use hard decisions and, therefore, they cannot effectively cope with zero-reliability punctured symbols. However, BF techniques lead to low-cost high-speed decoders. This paper introduces a novel method that enables the use of BF-based iterative decoders for punctured LDPC codes. An erasure preprocessor is introduced and is shown to successfully mitigate the impact of puncturing, substantially improving the coding gain achieved for punctured codes under BF decoding. The proposed technique renders BF decoding of punctured codes useful, something that was not possible so far to our knowledge. Furthermore, two hardware architectures are introduced and evaluated. Hardware sharing is shown to efficiently exploit common structures in the proposed combined erasure and BF decoder, leading to a new architecture found to be particularly efficient. The proposed architecture requires extremely low hardware resources, facilitating full-parallel architectures that sustain multi-Gbps throughput rates when implemented on Virtex-7 FPGA devices.
机译:常规的比特翻转(BF)算法由于使用严格的决策而无法处理穿孔的LDPC码,因此,它们不能有效地应对零可靠性的穿孔符号。但是,BF技术导致了低成本的高速解码器。本文介绍了一种新颖的方法,该方法可以将基于BF的迭代解码器用于穿孔的LDPC码。介绍了一种擦除预处理器,该擦除预处理器可成功减轻打孔的影响,从而显着提高在BF解码下对打孔码实现的编码增益。所提出的技术使得对穿孔码的BF解码非常有用,这是迄今为止我们所知所不可能的。此外,介绍并评估了两种硬件体系结构。硬件共享被证明可以有效地利用所提出的组合式擦除和BF解码器中的通用结构,从而导致一种新的架构特别有效。所提出的体系结构需要极低的硬件资源,有助于在Virtex-7 FPGA器件上实现全并行体系结构以维持多Gbps的吞吐速率。

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