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A flexible FPGA-based quasi-cyclic LDPC decoder

机译:灵活的基于FpGa的准循环LDpC解码器

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摘要

Low-Density Parity Check (LDPC) error correction decoders have become popular in diverse communications systems, owing to their strong error correction performance and their suitability to parallel hardware implementation. A great deal of research effort has been invested into the implementation of LDPC decoder designs on Field-Programmable Gate Array (FPGA) devices, in order to exploit their high processing speed, parallelism and re-programmability. Meanwhile, a variety of Application-Specific Integrated Circuit (ASIC) implementations of multi-mode LDPC decoders exhibiting both inter-standard and intra-standard reconfiguration flexibility are available in the open literature. However, the high complexity of the adaptable routing and processing elements that are required by a flexible LDPC decoder has resulted in a lack of viable FPGA-based implementations. Hence in this work, we propose a parameterisable FPGA-based LDPC decoder architecture, which supports run-time flexibility over any set of one or more Quasi-Cyclic (QC) LDPC codes. Additionally, we propose an offline design flow, which may be used to automatically generate an optimised HDL description of our decoder, having support for a chosen selection of codes. Our implementation results show that the proposed architecture achieves a high level of design-time and run-time flexibility, whilst maintaining a reasonable processing throughput, hardware resource requirement and error correction performance.
机译:低密度奇偶校验(LDPC)纠错解码器由于其强大的纠错性能以及对并行硬件实现的适应性,已在各种通信系统中流行。为了充分利用LDPC解码器在现场可编程门阵列(FPGA)器件上的设计,已经进行了大量研究工作,以利用其高处理速度,并行性和可重编程性。同时,在公开文献中可获得展现出标准间和标准内重新配置灵活性的多模式LDPC解码器的各种专用集成电路(ASIC)实现。但是,灵活的LDPC解码器所需的自适应路由和处理元素的高度复杂性导致缺乏可行的基于FPGA的实现。因此,在这项工作中,我们提出了一种基于参数的,基于FPGA的LDPC解码器体系结构,该体系结构在一个或多个准循环(QC)LDPC码的任意一组上支持运行时灵活性。此外,我们提出了一种离线设计流程,该流程可用于自动生成解码器的优化HDL描述,并支持所选的代码选择。我们的实施结果表明,所提出的体系结构实现了高水平的设计时和运行时灵活性,同时保持了合理的处理吞吐量,硬件资源要求和纠错性能。

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