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Investigation of a Novel Common Subexpression Elimination Method for Low Power and Area Efficient DCT Architecture

机译:一种用于低功耗和高效区域DCT架构的新型通用子表达式消除方法的研究

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摘要

A wide interest has been observed to find a low power and area efficient hardware design of discrete cosine transform (DCT) algorithm. This research work proposed a novel Common Subexpression Elimination (CSE) based pipelined architecture for DCT, aimed at reproducing the cost metrics of power and area while maintaining high speed and accuracy in DCT applications. The proposed design combines the techniques of Canonical Signed Digit (CSD) representation and CSE to implement the multiplier-less method for fixed constant multiplication of DCT coefficients. Furthermore, symmetry in the DCT coefficient matrix is used with CSE to further decrease the number of arithmetic operations. This architecture needs a single-port memory to feed the inputs instead of multiport memory, which leads to reduction of the hardware cost and area. From the analysis of experimental results and performance comparisons, it is observed that the proposed scheme uses minimum logic utilizing mere 340 slices and 22 adders. Moreover, this design meets the real time constraints of different video/image coders and peak-signal-to-noise-ratio (PSNR) requirements. Furthermore, the proposed technique has significant advantages over recent well-known methods along with accuracy in terms of power reduction, silicon area usage, and maximum operating frequency by 41%, 15%, and 15%, respectively.
机译:已经发现了广泛的兴趣以找到低功率和面积有效的离散余弦变换(DCT)算法的硬件设计。这项研究工作提出了一种新颖的基于DCT的基于通用子表达式消除(CSE)的流水线架构,旨在再现功率和面积的成本指标,同时在DCT应用中保持高速和高精度。拟议的设计结合了规范符号数字(CSD)表示技术和CSE,以实现DCT系数的固定常数乘法的无乘法器方法。此外,DCT系数矩阵中的对称性与CSE一起使用,以进一步减少算术运算的数量。这种架构需要单端口存储器而不是多端口存储器来馈送输入,从而降低了硬件成本和面积。通过对实验结果的分析和性能比较,可以看出,该方案仅使用了仅使用340个逻辑片和22个加法器的最小逻辑。此外,该设计满足了不同视频/图像编码器的实时约束以及峰值信噪比(PSNR)的要求。此外,与最近的众所周知的方法相比,所提出的技术具有显着的优势,并且在功率降低,硅面积使用和最大工作频率方面的准确性分别降低了41%,15%和15%。

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