Efficient parallel beamforming for 3D ultrasound imaging

Pirmin Vogel, Andrea Bartolini, L. Benini
{"title":"Efficient parallel beamforming for 3D ultrasound imaging","authors":"Pirmin Vogel, Andrea Bartolini, L. Benini","doi":"10.1145/2591513.2591599","DOIUrl":null,"url":null,"abstract":"One of the most demanding tasks in state-of-the-art medical ultrasound systems is the localization of possible scatterers in the body based on received echoes. Digital beamforming involves the summation of all received echoes in each image point according to their time of flight, i.e., their delay. This requires the knowledge of the delays for all combinations of ultrasound transmitters, image points and receivers. Recent three-dimensional (3D) systems comprise thousands of transducer elements and millions of image points. Compared to traditional 2D systems, the total number of delays is several orders of magnitude larger.\n In this paper, we present a new beamforming algorithm that exploitsthe inherent locality in the image formation and efficiently approximates the delays. Compared to latest proposed architectures, this results in 20 percent less arithmetic operations, and a reduction of the input/output (I/O) bandwidth and the total memory size by factors of 30 and 50, respectively.","PeriodicalId":272619,"journal":{"name":"ACM Great Lakes Symposium on VLSI","volume":"11 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"14","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACM Great Lakes Symposium on VLSI","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2591513.2591599","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 14

Abstract

One of the most demanding tasks in state-of-the-art medical ultrasound systems is the localization of possible scatterers in the body based on received echoes. Digital beamforming involves the summation of all received echoes in each image point according to their time of flight, i.e., their delay. This requires the knowledge of the delays for all combinations of ultrasound transmitters, image points and receivers. Recent three-dimensional (3D) systems comprise thousands of transducer elements and millions of image points. Compared to traditional 2D systems, the total number of delays is several orders of magnitude larger. In this paper, we present a new beamforming algorithm that exploitsthe inherent locality in the image formation and efficiently approximates the delays. Compared to latest proposed architectures, this results in 20 percent less arithmetic operations, and a reduction of the input/output (I/O) bandwidth and the total memory size by factors of 30 and 50, respectively.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
高效平行波束形成的三维超声成像
在最先进的医疗超声系统中,最苛刻的任务之一是根据接收到的回声定位体内可能的散射体。数字波束形成是将每个图像点上接收到的所有回波根据其飞行时间,即时延进行求和。这需要了解超声波发射器、图像点和接收器的所有组合的延迟。最近的三维(3D)系统由数千个传感器元件和数百万个图像点组成。与传统的二维系统相比,延迟的总数要大几个数量级。在本文中,我们提出了一种新的波束形成算法,该算法利用图像形成的固有局部性并有效地逼近延迟。与最新提出的体系结构相比,这将减少20%的算术运算,并将输入/输出(I/O)带宽和总内存大小分别减少30和50倍。
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 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
MB-FICA: multi-bit fault injection and coverage analysis A complete electronic network interface architecture for global contention-free communication over emerging optical networks-on-chip A design approach to automatically generate on-chip monitors during high-level synthesis of hardware accelerator Trade-off between energy and quality of service through dynamic operand truncation and fusion New 4T-based DRAM cell designs
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1