Evaluation of the Effects of SEUs on Configuration Memories in FPGA Implemented QC-LDPC Decoders

Zhen Gao, Ying-Sheng Cheng, P. Reviriego
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引用次数: 1

Abstract

LDPC codes are widely used in wireless communication systems for reliable data transmission due to their excellent error correction capabilities. SRAM-FPGAs are a popular option for the implementation of LDPC decoders due to their excellent computing capabilities and re-configurability. However, when applied in critical environments, e.g. space platforms, the SRAM-FPGA based LDPC decoders will suffer single-event upsets (SEUs) that can cause failures and disrupt communications. Therefore, analyzing the reliability of LDPC decoders to SEUs on the FPGA is important. This paper first analyzes the effects of SEUs on different parts of the FPGA implemented LDPC decoder based on the module functions, including the influence of the parallelism on the decoder reliability. Then fault injection experiments are performed to validate the conclusions of the analysis. Experiment results show that about 98% of SEUs on the configuration memories can be tolerated by the decoder itself, and the modules with more interconnections are less robust to SEUs. In addition, the reliability of LDPC decoders decreases for lower levels of parallelism due to the larger computation load of each unit. These results will be a valuable input to design efficient SEU protection schemes for LDPC decoders.
FPGA实现的QC-LDPC解码器中seu对组态存储器影响的评估
LDPC码由于具有良好的纠错能力,被广泛应用于无线通信系统中,以保证数据的可靠传输。sram - fpga由于其出色的计算能力和可重构性,是实现LDPC解码器的热门选择。然而,当应用于关键环境时,例如空间平台,基于SRAM-FPGA的LDPC解码器将遭受单事件干扰(seu),可能导致故障和中断通信。因此,分析LDPC解码器对FPGA上seu的可靠性是非常重要的。本文首先根据模块功能分析了seu对FPGA实现的LDPC译码器不同部分的影响,包括并行度对译码器可靠性的影响。通过故障注入实验验证了分析结论。实验结果表明,解码器本身可以容忍配置存储器上约98%的seu,并且互连较多的模块对seu的鲁棒性较差。此外,由于每个单元的计算负荷较大,LDPC解码器的可靠性随着并行度的降低而降低。这些结果将为LDPC解码器设计高效的SEU保护方案提供有价值的输入。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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