Input buffering requirements of a systolic array for the inverse discrete wavelet transform

R. Lang, A. Spray
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引用次数: 4

Abstract

The Discrete Wavelet Transform (DWT) is a signal processing technique popularised by its results in data compression. Considerable work has been done in designing novel architectures to perform the DWT, including a systolic architecture designed by the authors, but little attention has been given to the inverse DWT which is needed in applications such as data compression for signal reconstruction. Despite the fact that the inverse DWT is computationally the reverse of the DWT, the hardware design for the architecture is not simply mirrored. Existing designs expect the architecture for the inverse DWT to be a simple follow-on step from the DWT design, however this is not the case. We present one such problem here, showing the FIFO buffering required on the input of the inverse architecture. We show how the size of this buffer can be calculated and compare it to a fixed data array implementation. This work is based on our systolic array design and is an integral part of the inverse DWT design we are working on for image and video compression.
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离散逆小波变换收缩阵列的输入缓冲要求
离散小波变换(DWT)是一种信号处理技术,因其在数据压缩方面的成果而得到广泛应用。在设计执行DWT的新体系结构方面已经做了大量的工作,包括作者设计的收缩体系结构,但很少关注在信号重构的数据压缩等应用中需要的逆DWT。尽管逆DWT在计算上与DWT相反,但该体系结构的硬件设计并不是简单的镜像。现有的设计期望逆DWT的体系结构是DWT设计的一个简单的后续步骤,然而事实并非如此。我们在这里提出了一个这样的问题,展示了在逆向体系结构的输入上所需的FIFO缓冲。我们将展示如何计算该缓冲区的大小,并将其与固定数据数组实现进行比较。这项工作基于我们的收缩阵列设计,是我们正在研究的用于图像和视频压缩的逆DWT设计的一个组成部分。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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