A Low Power R-peak Detector Clocked at Signal Sampling Rate

Q4 Engineering
Odilon O. Dutra, Luís H. C. Ferreira, Gustavo D. Colletta, Leonardo B. Zoccal
{"title":"A Low Power R-peak Detector Clocked at Signal Sampling Rate","authors":"Odilon O. Dutra, Luís H. C. Ferreira, Gustavo D. Colletta, Leonardo B. Zoccal","doi":"10.29292/jics.v19i1.798","DOIUrl":null,"url":null,"abstract":"This paper presents a real-time, low-power R-peak detector implemented in an FPGA. It is different from other implementations as it runs at the same signal sampling rate, rather than utilizing a high clock frequency as utilized in batch processing with high throughput systems. Such implementation relies on a Savitzky-Golay filter for power line noise filtering, and on an adapted version of the Difference Operation Method (DOM) algorithm. The modification in DOM is needed in order to be able to process the data either without increasing the clock to process data in a batch fashion or unsustainably increasing latency. It uses the Savitzky-Golay Digital Differentiator, eliminating further filtering stages. The prototype was characterized using both the MIT-BIH database and Fluke Prosim 8 Vital Signal Simulator. The proposed system features a high degree of matched R-peaks even being extremely efficient regarding power dissipation. Moreover, it shows similar performance when compared to the original Difference Operation Method implementation.The whole system consumes 260- uW operating at 192-Hz in an FPGA model 10M50DAF484C7G, which belongs to the MAX10 family of Altera devices.","PeriodicalId":39974,"journal":{"name":"Journal of Integrated Circuits and Systems","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Integrated Circuits and Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.29292/jics.v19i1.798","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Engineering","Score":null,"Total":0}
引用次数: 0

Abstract

This paper presents a real-time, low-power R-peak detector implemented in an FPGA. It is different from other implementations as it runs at the same signal sampling rate, rather than utilizing a high clock frequency as utilized in batch processing with high throughput systems. Such implementation relies on a Savitzky-Golay filter for power line noise filtering, and on an adapted version of the Difference Operation Method (DOM) algorithm. The modification in DOM is needed in order to be able to process the data either without increasing the clock to process data in a batch fashion or unsustainably increasing latency. It uses the Savitzky-Golay Digital Differentiator, eliminating further filtering stages. The prototype was characterized using both the MIT-BIH database and Fluke Prosim 8 Vital Signal Simulator. The proposed system features a high degree of matched R-peaks even being extremely efficient regarding power dissipation. Moreover, it shows similar performance when compared to the original Difference Operation Method implementation.The whole system consumes 260- uW operating at 192-Hz in an FPGA model 10M50DAF484C7G, which belongs to the MAX10 family of Altera devices.
以信号采样率计时的低功耗 R 峰值检波器
本文介绍了一种在 FPGA 中实现的实时、低功耗 R 峰检测器。与其他实现方法不同的是,它以相同的信号采样率运行,而不是像高吞吐量系统的批处理那样利用高时钟频率。这种实现依赖于用于电源线噪声过滤的萨维茨基-戈莱滤波器,以及经过改良的差分运算法(DOM)算法。需要对 DOM 算法进行修改,以便能够在不增加批量处理数据的时钟或不可持续地增加延迟的情况下处理数据。它使用 Savitzky-Golay 数字微分器,省去了进一步的滤波阶段。使用麻省理工学院-BIH 数据库和 Fluke Prosim 8 生命信号模拟器对原型进行了鉴定。所提出的系统具有高度匹配的 R 峰值,而且功耗极低。整个系统的功耗为 260 uW,工作频率为 192Hz,FPGA 型号为 10M50DAF484C7G,属于 Altera 器件的 MAX10 系列。
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
Journal of Integrated Circuits and Systems
Journal of Integrated Circuits and Systems Engineering-Electrical and Electronic Engineering
CiteScore
0.90
自引率
0.00%
发文量
39
期刊介绍: This journal will present state-of-art papers on Integrated Circuits and Systems. It is an effort of both Brazilian Microelectronics Society - SBMicro and Brazilian Computer Society - SBC to create a new scientific journal covering Process and Materials, Device and Characterization, Design, Test and CAD of Integrated Circuits and Systems. The Journal of Integrated Circuits and Systems is published through Special Issues on subjects to be defined by the Editorial Board. Special issues will publish selected papers from both Brazilian Societies annual conferences, SBCCI - Symposium on Integrated Circuits and Systems and SBMicro - Symposium on Microelectronics Technology and Devices.
×
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