基于余弦系数提取实现FFT的高性能基数2幂蝶结构设计

IF 1.8 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Vijay Moni Varghese, Kumaravel Sundaram
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引用次数: 0

摘要

设计具有更高基数蝶形单元的fft的需求越来越大,以应对当前5G的20gbps和超越5G技术的1tbps的高吞吐量。以往的高基数fft都是在FPGA上实现的,重视面积和功耗。本文利用所提出的适用于所有输入的基数余弦系数提取方程,设计了基数2的幂函数蝶形电路。这使得所需复杂旋转的高效流水线移位添加实现成为可能。所提出的方法包括实现任何双基幂蝴蝶,以实现大尺寸FFT,这对于实时5G和6G应用至关重要。采用Vivado Design Suite (v2018)在Xilinx Spartan-7 FPGA上实现并验证了所提出的基数4、基数8、基数16和基数32架构。结果表明,与最近的文献相比,提出的基数16和基数32架构实现了更高的时钟频率,分别提高了5.23和6.76倍。为了进行性能分析,计算了所提出的基数16和基数32蝴蝶结构的面积延迟和功率延迟积。与现有文献相比,所提出的基数-16蝴蝶结构的面积延迟积降低了13.3%,功率延迟积降低了34.25%。同样,基数-32结构的面积延迟积降低了27.31%,功率延迟积降低了0.63%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design of High-Performance Radix-Power-of-2 Butterfly Architectures for FFT Implementation by Cosine Coefficients Extraction

Designing FFTs with higher radix butterfly units are increasingly in demand to combat the high throughput of 20 Gbps of the current 5G and 1 Tbps for beyond 5G technologies. Previous higher radix FFTs were implemented in FPGA, giving importance to area and power. This paper presents the design of radix-power-of-2 butterfly circuit, using the proposed radix cosine coefficients' extractor equation that is applicable to all the inputs. This enables efficient pipelined shift-add implementation of the required complex rotations. The proposed methodology encompasses the implementation of any power-of-two-radix butterfly to realize large size FFT, essential for real-time 5G and 6G applications. The proposed radix-4, radix-8, radix-16, and radix-32 architectures are implemented and verified on Xilinx Spartan-7 FPGA using Vivado Design Suite (v2018). The results demonstrate that the proposed radix-16 and radix-32 architectures achieve a higher clock frequency, by a factor of 5.23 and 6.76, respectively, compared to the most recent literature. For performance analysis, the area-delay and power-delay products of the proposed radix-16 and radix-32 butterfly architecture are computed. The proposed radix-16 butterfly architecture exhibits a 13.3% reduction in area-delay product and a 34.25% decrease in power-delay product compared to recent literatures. Similarly, the radix-32 architecture shows a 27.31% lower area-delay product and a 0.63% lower power-delay product.

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来源期刊
International Journal of Circuit Theory and Applications
International Journal of Circuit Theory and Applications 工程技术-工程:电子与电气
CiteScore
3.60
自引率
34.80%
发文量
277
审稿时长
4.5 months
期刊介绍: The scope of the Journal comprises all aspects of the theory and design of analog and digital circuits together with the application of the ideas and techniques of circuit theory in other fields of science and engineering. Examples of the areas covered include: Fundamental Circuit Theory together with its mathematical and computational aspects; Circuit modeling of devices; Synthesis and design of filters and active circuits; Neural networks; Nonlinear and chaotic circuits; Signal processing and VLSI; Distributed, switched and digital circuits; Power electronics; Solid state devices. Contributions to CAD and simulation are welcome.
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