一维离散余弦变换的面积高效全并行分布式算法结构

Teena Susan Elias, P. Dhanusha
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引用次数: 2

摘要

本文介绍了在图像和视频压缩系统中广泛应用的一维离散余弦变换(DCT)的设计。本文的目的是设计一种在现场可编程门阵列(FPGA)上实现一维DCT的区域高效全并行分布式算法(DA)体系结构。DCT需要大量的数学计算,包括乘法和累加。乘数器消耗更多的功率和面积;因此,在提出的设计中,乘数完全被丢弃。分布式算法是一种在比特流上对乘积和或向量点积进行修改以隐藏乘法的方法。数据处理非常适合FPGA设计,因为它减少了乘法和累加硬件的尺寸。采用全并行方法,提高了设计的速度。在此工作中,实现了现有的3d - dct数据处理体系结构和提出的3d - dct区域高效全并行数据处理体系结构。采用Modelsim6.2b进行仿真,并用Xilinx is E Simulator进行合成。利用行列分解技术可以将一维dct扩展到二维dct。
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Area efficient fully parallel distributed arithmetic architecture for one-dimensional discrete cosine transform
The paper describes the design of one-dimensional discrete cosine transform (DCT) which is widely used in image and video compression systems. The objective of this paper is to design an area efficient fully parallel distributed arithmetic (DA) architecture for one-dimensional DCT to be implemented on field programmable gate array (FPGA). DCT requires large amount of mathematical computations including multiplications and accumulations. The multipliers consume increased power and area; hence multipliers are completely discarded in the proposed design. Distributed arithmetic is a method of modification at bit stream for sum of product or vector dot product to hide the multiplications. DA is very much suitable for FPGA designs as it reduces the size of a multiply and accumulate hardware. The speed is increased in the proposed design with the fully parallel approach. In this work, existing DA architecture for 1D-DCT and the proposed area efficient fully parallel DA architecture for 1D-DCT are realized. The simulation is performed using Modelsim6.2b and synthesized with Xilinx IS E Simulator. The 1D-DCT can be extended to 2D-DCT by using row column decomposition technique.
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