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An Area- and Energy-Efficient FIFO Design Using Error-Reduced Data Compression and Near-Threshold Operation for Image/Video Applications

机译:针对图像/视频应用使用减少错误的数据压缩和近阈值操作的面积和能源效率先进先出设计

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Many image/video processing algorithms require FIFO for filtering. The FIFO size is proportional to the length of the filters and input data width, causing large area and power consumption. We have proposed an energy- and area-efficient FIFO design for image/video applications through FIFO with error-reduced data compression (FERDC) and near-threshold operation. On architecture level, FERDC technique is proposed to reduce the size and power consumption of the FIFO by utilizing the spatial correlation between neighboring pixels and performing error-reduced data compression together with quantization to minimize the mean square error (MSE). On circuit level, near-threshold operation is adopted to achieve further power reduction while maintaining the required performance. To demonstrate the proposed FIFO, it has been implemented using a 0.18-m CMOS process technology. The implementation covers different FIFO length, including 128, 256, 512, and 1024. The experimental results show that the proposed FIFO operating at 0.5 V and 28.57 MHz achieves up to 99%, 65%, and 34.91% reduction in dynamic power, leakage power, and area, respectively, with a small MSE of 2.76, compared with the conventional FIFO design. The proposed FIFO can be applied to a wide range of image/video signal processing applications to achieve high area and energy efficiency.
机译:许多图像/视频处理算法需要FIFO进行过滤。 FIFO的大小与过滤器的长度和输入数据的宽度成正比,从而导致较大的面积和功耗。我们已经通过具有减少错误的数据压缩(FERDC)和接近阈值操作的FIFO,为图像/视频应用提出了一种节能高效的FIFO设计。在体系结构级别上,提出了FERDC技术来通过利用相邻像素之间的空间相关性并执行减少错误的数据压缩以及量化以最小化均方误差(MSE)的方法来减小FIFO的大小和功耗。在电路级别,采用近阈值操作以进一步降低功耗,同时保持所需的性能。为了演示建议的FIFO,已使用0.18-m CMOS工艺技术对其进行了实现。该实现涵盖了不同的FIFO长度,包括128、256、512和1024。实验结果表明,建议的FIFO在0.5V和28.57 MHz下工作,动态功耗,泄漏降低了多达99%,65%和34.91%。与常规FIFO设计相比,MSE的功耗和面积分别为2.76小。所提出的FIFO可以应用于各种图像/视频信号处理应用,以实现高面积和高能效。

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