基于HLS和HDL的数字通信系统FFT Radix-2和Radix-4 FPGA加速技术

G. Akkad, A. Mansour, B. Elhassan, F. Roy, M. Najem
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引用次数: 7

摘要

在许多信号处理或数字通信应用中,快速傅里叶变换(FFT)通常在可重构硬件上实现。由于需要复杂的操作,它可以被认为是最耗费时间和资源的操作。本文的主要内容是研究高级综合(HLS)技术对使用现场可编程门阵列(fpga)实现实时FFT算法的贡献。特别是,本研究侧重于结合基于滤波器的多载波调制(FBMC)的通信系统,FBMC是5G技术的有前途的候选者。为了评估HLS的贡献,我们实现并测试了各种组合,例如:使用有限精度的8点和16点基数2和基数4 FFT, HLS工具和HDL,同时促进并行化,流水线化和硬件重用架构。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
FFT Radix-2 and Radix-4 FPGA Acceleration Techniques Using HLS and HDL for Digital Communication Systems
Fast Fourier Transform (FFT) is generally implemented on reconfigurable hardware in several signal processing or digital communication applications. It can be considered the most time and resource consuming operations due to the need of complex operations. The main of this manuscript is to investigate the contribution of High Level Synthesis (HLS) techniques on the implementation of real time FFT algorithms using field programmable gate arrays (FPGAs). In particular, this study focuses on communication systems incorporating filter-based-multicarrier modulations (FBMC), a promising candidate for the 5G technology. In order to evaluate the contribution of HLS, we implemented and tested various combinations such as: 8 and 16 points radix-2 and radix-4 FFT using finite precision, HLS tools and HDL while prompting parallelization, pipelining and hardware reuse architectures.
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