基于扩展DCT算法的低成本压缩体系结构

IF 2.5 3区 工程技术 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Nedra Jarray , Majdi Elhajji , Abdelkrim Zitouni
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引用次数: 0

摘要

本文介绍了一种针对图像和视频编码的低功耗、硬件高效的2D-DCT架构。该架构实现了一种优化的Cordic-Loeffler算法,降低了面积成本和功耗,加快了编码过程。Cordic算法的改进是通过减少大量的迭代序列来实现的。此外,该设计还集成了改进进位预判加法器(MCLA)和进位保存加法器(CSA),以最大限度地减少算术运算和内存需求。实验结果表明,与其他竞争的Cordic-DCT算法相比,该架构实现了高效的平均峰值信噪比(PSNR),特别是内窥镜图像压缩,同时减少了加法/移位操作。所提出的架构使用Xilinx ISE 13.1实现Virtex5-FPGA,工作频率为254.6 MHz, 100 MHz时功耗为39 mW。这些结果超过了大多数以前的Virtex-4/Virtex-5 FPGA实现架构的性能。根据使用台积电130纳米技术实现ASIC的性能估计,提出的设计在100 MHz时功耗约为4.68 mW,明显低于之前的工作。因此,所提出的2D-DCT架构特别适用于低功耗、高质量的编解码器,使其成为电池供电的嵌入式系统的理想选择。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Low-cost compression architecture based on extended DCT algorithm
This paper introduces a low-power, hardware-efficient 2D-DCT architecture aimed at image and video encoding. The architecture implements an optimized Cordic-Loeffler algorithm, which reduces area cost, power consumption, and accelerates the encoding process. The improvement in the Cordic algorithm is achieved by reducing the large number of iteration sequences. Furthermore, the proposed design integrates the Modified Carry Look-Ahead Adder (MCLA) and the Carry Save Adder (CSA) to minimize arithmetic operations and memory requirements. Experimental results demonstrate that the proposed architecture achieves an efficient average peak signal-to-noise ratio (PSNR), especially for endoscopy image compression, along with a reduction in addition/shift operations compared to other competitive Cordic-DCT algorithms.
The proposed architecture was implemented using Xilinx ISE 13.1 for the Virtex5-FPGA, with an operating frequency of 254.6 MHz and a power consumption of 39 mW at 100 MHz. These results surpass the performance of most previous architectures for Virtex-4/Virtex-5 FPGA implementations. According to performance estimations for ASIC implementation using TSMC 130 nm technology, the proposed design dissipates approximately 4.68 mW at 100 MHz, which is notably lower than that of previous works. Thus, the proposed 2D-DCT architecture is particularly suitable for low-power, high-quality codecs, making it ideal for battery-powered embedded systems.
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来源期刊
Integration-The Vlsi Journal
Integration-The Vlsi Journal 工程技术-工程:电子与电气
CiteScore
3.80
自引率
5.30%
发文量
107
审稿时长
6 months
期刊介绍: Integration''s aim is to cover every aspect of the VLSI area, with an emphasis on cross-fertilization between various fields of science, and the design, verification, test and applications of integrated circuits and systems, as well as closely related topics in process and device technologies. Individual issues will feature peer-reviewed tutorials and articles as well as reviews of recent publications. The intended coverage of the journal can be assessed by examining the following (non-exclusive) list of topics: Specification methods and languages; Analog/Digital Integrated Circuits and Systems; VLSI architectures; Algorithms, methods and tools for modeling, simulation, synthesis and verification of integrated circuits and systems of any complexity; Embedded systems; High-level synthesis for VLSI systems; Logic synthesis and finite automata; Testing, design-for-test and test generation algorithms; Physical design; Formal verification; Algorithms implemented in VLSI systems; Systems engineering; Heterogeneous systems.
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