Analysis of DCT and FAST DCT using soft core processor

Meghanan Bhairu Mutgekar, P. Bhaskar
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引用次数: 3

Abstract

In today's scenario, there is huge involvement of transformations. These scenarios include digital signal processing and image processing. It is very essential in all sectors. Transformation techniques are useful as it makes analysis easier, reliable and relevant. Discrete cosine transform is the most important step in any signal frequency based analysis or multimedia compression and decompression methods. In this era where storage requirements are vast compression of data is urgent need of time. The DCT implementation on FPGA and its performance evaluation is focused in this paper. The fast DCT algorithm using FFT based approach is considered for improvement in performance of DCT and its FPGA implementation is verified using Nexys 4 DDR board having Artix 7 series Xilinx processor. The results obtained are analysis based on utilization overhead, power allocation scenarios and time consumption analysis which are found to be satisfactory.
软核处理器的DCT和FAST DCT分析
在今天的场景中,涉及到大量的转换。这些场景包括数字信号处理和图像处理。它在所有领域都非常重要。转换技术是有用的,因为它使分析更容易、可靠和相关。离散余弦变换是任何基于频率的信号分析或多媒体压缩解压缩方法中最重要的一步。在这个存储需求巨大的时代,压缩数据是迫切需要的时间。本文重点研究了DCT在FPGA上的实现及其性能评价。为了提高DCT的性能,考虑了基于FFT方法的快速DCT算法,并使用具有Artix 7系列Xilinx处理器的Nexys 4 DDR板对其FPGA实现进行了验证。对系统的利用开销、功率分配方案和时间消耗进行了分析,得到了满意的结果。
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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