工艺变化容忍低功耗DCT架构

N. Banerjee, G. Karakonstantis, K. Roy
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引用次数: 79

摘要

二维离散余弦变换(DCT)作为数字图像和视频压缩的核心被广泛应用。在本文中,作者提出了一种新的DCT架构,该架构利用在DCT系统中并非所有中间计算都同等重要的事实来获得峰值信噪比(PSNR)为bbb30 dB的“良好”图像质量,从而允许积极的电压缩放。这一观察结果使我们提出了一种DCT架构,其中对PSNR改进贡献较小的信号路径被设计得比对PSNR改进贡献较大的路径更长。还应该注意的是,相对于参数变化和低功耗操作的鲁棒性通常在架构设计方面施加了相互矛盾的要求。然而,即使在工艺参数变化的情况下,所提出的架构也可以实现低功耗的积极电压缩放。在电源电压缩放和/或工艺参数变化的情况下,任何可能的延迟误差只会出现在对PSNR改善贡献较小的长路径上,从而在PSNR降低很小的情况下大幅改善功耗。结果表明,即使在较大的工艺变化和电源电压缩放(0.8V)下,与现有的70 nm工艺技术实现相比,所提出的架构也会逐渐降低图像质量,并节省大量功耗(62.8%)
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Process Variation Tolerant Low Power DCT Architecture
2D discrete cosine transform (DCT) is widely used as the core of digital image and video compression. In this paper, the authors present a novel DCT architecture that allows aggressive voltage scaling by exploiting the fact that not all intermediate computations are equally important in a DCT system to obtain "good" image quality with peak signal to noise ratio (PSNR) > 30 dB. This observation has led us to propose a DCT architecture where the signal paths that are less contributive to PSNR improvement are designed to be longer than the paths that are more contributive to PSNR improvement It should also be noted that robustness with respect to parameter variations and low power operation typically impose contradictory requirements in terms of architecture design. However, the proposed architecture lends itself to aggressive voltage scaling for low-power dissipation even under process parameter variations. Under a scaled supply voltage and/or variations in process parameters, any possible delay errors would only appear from the long paths that are less contributive towards PSNR improvement, providing large improvement in power dissipation with small PSNR degradation. Results show that even under large process variation and supply voltage scaling (0.8V), there is a gradual degradation of image quality with considerable power savings (62.8%) for the proposed architecture when compared to existing implementations in 70 nm process technology
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