Design of SEU Tolerant 2D-FFT in SRAM-based FPGA

Ziyang Chen, Meng Zhang, Wenjun Han
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Abstract

2-Dimensional fast Fourier transform (FFT) has been widely used in radar signal process. Due to the need for high performance, field programmable gate array (FPGA) is an ideal hardware device for this application. For space-borne radar platform such as synthetic aperture radar (SAR), single-event upsets (SEUs) can cause lots of soft errors in static random-access memory (SRAM) based FPGA. As to this, protecting the 2D-FFT implemented in FPGA from SEUs is very important. In this article, we analyze the critical weakness induced by SEUs in the 2D-FFT process, and then a 2D-FFT design with high SEU resilience is presented. The design utilizes the advantage of several anti-SEU methods. For butterfly control in FFT, partially triple modular redundancy (TMR) is used. For data buffers, error correction code (ECC) is applied to read and write operation. Furthermore, safe finite state machine (FSM) is adopted by important control registers. Fault injection results show that all these reinforcement technologies contribute to enhance the ability to mitigate the SEU effects.
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基于sram的2D-FFT容错FPGA设计
二维快速傅里叶变换(FFT)在雷达信号处理中得到了广泛的应用。由于对高性能的要求,现场可编程门阵列(FPGA)是这种应用的理想硬件设备。对于合成孔径雷达(SAR)等星载雷达平台,单事件干扰(seu)会导致基于静态随机存储器(SRAM)的FPGA产生大量软误差。因此,保护FPGA实现的2D-FFT不受seu的影响是非常重要的。本文分析了二维fft过程中SEU引起的关键弱点,提出了一种具有高SEU弹性的二维fft设计。该设计利用了几种反seu方法的优点。对于FFT中的蝶形控制,采用部分三模冗余(TMR)。对于数据缓冲区,使用ECC (error correction code)进行读写操作。此外,重要的控制寄存器采用安全有限状态机(FSM)。故障注入实验结果表明,所有这些强化技术都有助于增强系统对故障注入效应的抑制能力。
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