FFT-based sonar array beamforming without corner turning

J. Barhen, T. Humble, M. Traweek
{"title":"FFT-based sonar array beamforming without corner turning","authors":"J. Barhen, T. Humble, M. Traweek","doi":"10.1109/PASSIVE.2008.4786980","DOIUrl":null,"url":null,"abstract":"The concept of ldquocorner turningrdquo has been, for many decades, at the heart of array beamforming via Fourier transforms. As widely reported in the open literature (both for sonars and radars), corner turning operations in the computational sequence Lttemporal Fourier transforms rarr data cube corner turning rarr spatial Fourier transformsGt, constitute a major obstacle to achieve high-performance and lower power dissipation (by reducing the number memory accesses). To date, leading industry providers still include explicit corner turning stages in their computational flow architectures for multidimensional array processing. The emergence of ultra-low power multicore processors opens unprecedented opportunities for implementing sophisticated signal processing algorithms faster and within a much lower energy budget. In that context, the primary innovation reported in this paper addresses the development of a computational scheme that avoids altogether the corner turning stage. We discuss its implementation on an IBM Cell multicore processor (Sony PS3) and provide preliminary timing results.","PeriodicalId":153349,"journal":{"name":"2008 New Trends for Environmental Monitoring Using Passive Systems","volume":"93 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2008-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2008 New Trends for Environmental Monitoring Using Passive Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PASSIVE.2008.4786980","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

The concept of ldquocorner turningrdquo has been, for many decades, at the heart of array beamforming via Fourier transforms. As widely reported in the open literature (both for sonars and radars), corner turning operations in the computational sequence Lttemporal Fourier transforms rarr data cube corner turning rarr spatial Fourier transformsGt, constitute a major obstacle to achieve high-performance and lower power dissipation (by reducing the number memory accesses). To date, leading industry providers still include explicit corner turning stages in their computational flow architectures for multidimensional array processing. The emergence of ultra-low power multicore processors opens unprecedented opportunities for implementing sophisticated signal processing algorithms faster and within a much lower energy budget. In that context, the primary innovation reported in this paper addresses the development of a computational scheme that avoids altogether the corner turning stage. We discuss its implementation on an IBM Cell multicore processor (Sony PS3) and provide preliminary timing results.
基于fft的无转角声纳阵波束形成
几十年来,拐角转换的概念一直是傅里叶变换阵列波束形成的核心。正如在公开文献(声纳和雷达)中广泛报道的那样,计算序列Lttemporal傅里叶变换rrr数据立方体拐角变换rrr空间傅里叶变换gt中的拐角变换操作构成了实现高性能和低功耗(通过减少内存访问次数)的主要障碍。迄今为止,领先的行业提供商仍然在其多维数组处理的计算流架构中包含明确的转弯阶段。超低功耗多核处理器的出现为在更低的能量预算下更快地实现复杂的信号处理算法提供了前所未有的机会。在这种情况下,本文报告的主要创新解决了一种完全避免转弯阶段的计算方案的发展。我们讨论了它在IBM Cell多核处理器(Sony PS3)上的实现,并提供了初步的时序结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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