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High-Efficiency Soft-Error-Tolerant Digital Signal Processing Using Fine-Grain Subword-Detection Processing

机译:使用细粒度子词检测处理的高效软容错数字信号处理

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The soft error problem in digital circuits is becoming increasingly important as the IC fabrication technology progresses from the deep submicrometer scale to the nanometer scale. This paper proposes a subword-detection processing (SDP) technique and a fine-grain soft-error-tolerance (FGSET) architecture to improve the performance of the digital signal processing circuit. In the SDP technique, the logic masking property of the soft error in the combinational circuit is utilized to mask the single-event upset (SEU) caused by disturbing particles in the inactive area. To further improve the performance, the masked portion of the datapath can be used as the estimation redundancy in the algorithmic soft-error-tolerance (ASET) technique. This technique is called subword-detection and redundant processing (SDRP). In the FGSET architecture, the soft error in each processing element (fine grain) can be recovered by the arithmetic datapath-level ASET technique. Analysis of the fast Fourier transform processor example shows that the proposed FGSET architecture can improve the performance of the coarse-grain SET (CGSET) by 8.5 dB. The low-cost SDP technique (1.03$ times$) yields a noise reduction of 5.3 dB over the CGSET approach (1.40 $ times$), while the efficient SDRP I (1.57$ times$) and SDRP II (1.88$ times$ ) techniques outperform the CGSET approach by 24.5 and 30.5 dB, respectively.
机译:随着IC制造技术从深亚微米级发展到纳米级,数字电路中的软错误问题变得越来越重要。本文提出了一种子词检测处理(SDP)技术和一种细粒度软容错(FGSET)架构,以提高数字信号处理电路的性能。在SDP技术中,组合电路中的软错误的逻辑屏蔽属性用于屏蔽由非活动区域中的粒子干扰引起的单事件翻转(SEU)。为了进一步提高性能,数据路径的掩码部分可以用作算法软容错(ASET)技术中的估计冗余。此技术称为子字检测和冗余处理(SDRP)。在FGSET体系结构中,可以通过算术数据路径级ASET技术恢复每个处理元素(细颗粒)中的软错误。快速傅里叶变换处理器示例的分析表明,所提出的FGSET体系结构可以将粗粒度SET(CGSET)的性能提高8.5 dB。低成本SDP技术(1.03 $乘以$)比CGSET方法(1.40 $乘以)降低5.3 dB,而有效的SDRP I(1.57 $乘以$)和SDRP II(1.88 $乘以$)技术分别比CGSET方法高24.5 dB和30.5 dB。

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