多维离散余弦变换的VLSI并行和分布式处理算法

Tze-Yun Sung
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引用次数: 4

摘要

提出了一种VLSI并行分布式计算算法,并将其映射到涉及对称性的一维离散余弦变换(DCT)的VLSI结构中。在这种一维DCT处理器架构中,需要(log/sub 2/2N)个DCT处理器单元(pu)来计算一帧N点数据,时间复杂度为O(N)。此外,提出的二维DCT处理器架构需要(M(log/sub 2/2N)+N(log/sub 2/2M))个时间复杂度为0 (M+N)的pu。提出了一种多维离散余弦变换的优化计算结构。三维DCT处理器架构需要NL log/sub 2/2M+LM log/sub 2/2N+MN log/sub 2/2L的处理器,时间复杂度为0 (M+N+L)。所有架构都可以由固件控制;因此,它们更加灵活、高效和容错,因此非常适合VLSI的实现
本文章由计算机程序翻译,如有差异,请以英文原文为准。
VLSI parallel and distributed processing algorithms for multidimensional discrete cosine transforms
A VLSI parallel and distributed computation algorithm has been proposed and mapped onto a VLSI architecture for a 1-D discrete cosine transform (DCT) involving the symmetry property. In this 1-D DCT processor architecture, there are (log/sub 2/2N) DCT processor units (PUs) required for computation of a frame of N-point data with a time complexity of O(N). Further, a proposed 2-D DCT processor architecture requires (M(log/sub 2/2N)+N(log/sub 2/2M)) PUs with a time complexity of O(M+N). An optimal architecture for computation of a multidimensional DCT has been proposed. The 3-D DCT processor architecture requires NL log/sub 2/2M+LM log/sub 2/2N+MN log/sub 2/2L PUs with a time complexity of O(M+N+L). All architectures can be controlled by firmware; hence they are more flexible, efficient, and fault-tolerant and therefore very suitable for VLSI implementation.<>
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