Design and implementation of FFT pruning algorithm on FPGA

C. V. Kumar, K. Sastry
{"title":"Design and implementation of FFT pruning algorithm on FPGA","authors":"C. V. Kumar, K. Sastry","doi":"10.1109/CONFLUENCE.2017.7943248","DOIUrl":null,"url":null,"abstract":"Digital Signal Processing (DSP) has evolved as an integrated component in electronics advancement. Among all the DSP operations, Fast Fourier Transform (FFT) plays a prominent role in signal processing. FFT computational time reduces when the number of zero valued inputs (Z) outnumbers the non-zero valued inputs (NZ) due to unnecessary computations for Z. The above issue can be resolved by minimizing computations on Ζ by the method Pruning (Partial, Complete) in FFT. The pruning method is implemented in the hardware and computational time improvement is observed. The FFT Pruning is developed in Verilog and validated on Spartan 3E FPGA (xc3s500e-fg320-5).","PeriodicalId":6651,"journal":{"name":"2017 7th International Conference on Cloud Computing, Data Science & Engineering - Confluence","volume":"11 1","pages":"739-743"},"PeriodicalIF":0.0000,"publicationDate":"2017-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 7th International Conference on Cloud Computing, Data Science & Engineering - Confluence","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CONFLUENCE.2017.7943248","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

Abstract

Digital Signal Processing (DSP) has evolved as an integrated component in electronics advancement. Among all the DSP operations, Fast Fourier Transform (FFT) plays a prominent role in signal processing. FFT computational time reduces when the number of zero valued inputs (Z) outnumbers the non-zero valued inputs (NZ) due to unnecessary computations for Z. The above issue can be resolved by minimizing computations on Ζ by the method Pruning (Partial, Complete) in FFT. The pruning method is implemented in the hardware and computational time improvement is observed. The FFT Pruning is developed in Verilog and validated on Spartan 3E FPGA (xc3s500e-fg320-5).
FFT剪枝算法在FPGA上的设计与实现
数字信号处理(DSP)已成为电子技术进步的一个重要组成部分。在所有的DSP操作中,快速傅里叶变换(FFT)在信号处理中起着突出的作用。由于不必要的Z计算,当零值输入(Z)的数量超过非零值输入(NZ)时,FFT的计算时间会减少。上述问题可以通过FFT中的Pruning (Partial, Complete)方法最小化Ζ上的计算来解决。在硬件上实现了剪枝方法,计算时间得到了改善。FFT修剪是在Verilog中开发的,并在Spartan 3E FPGA (xc3s500e-fg320-5)上进行了验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信