一种利用生物阻抗技术测量血糖的无创方法

P. S. H. Jose, K. Rajasekaran, P. Rajalakshmy, Blessy Jebastina
{"title":"一种利用生物阻抗技术测量血糖的无创方法","authors":"P. S. H. Jose, K. Rajasekaran, P. Rajalakshmy, Blessy Jebastina","doi":"10.1109/ICSPC46172.2019.8976732","DOIUrl":null,"url":null,"abstract":"Measurement of Bioimpedance is a non-invasive, inexpensive as well as a widely used technique for measuring body composition measurements and also to assess the health condition and nutrition. This technique is a painless one and involves the passage of a small amplitude electrical current having a particular frequency applied through cables connected to electrodes placed on the human body, enabling the measurement of resistance (R) and capacitive reactance (Xc), which is performed using an analog device. At low frequencies current pass through extracellular fluids and at high frequencies it penetrates the cellular membrane and gets into the intracellular fluid. The focus of the proposed works is to investigate the possibilities of monitoring the blood glucose status non-invasively by using the bioimpedance data which would permit more frequent testing and a tighter control of diabetes. The Bioimpedance values measured from various subjects are trained against the actual value of Blood Glucose measured using the conventional clinical process using ANFIS, an adaptive estimation algorithm and are further tested for various other subjects. The results obtained are found to be well within the tolerable accuracy limits. The hardware circuit for bioimpedance measurement is interfaced with LabView environment for the estimation.","PeriodicalId":321652,"journal":{"name":"2019 2nd International Conference on Signal Processing and Communication (ICSPC)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"A Non-Invasive Method for Measurement of Blood Glucose using Bio Impedance Technique\",\"authors\":\"P. S. H. Jose, K. Rajasekaran, P. Rajalakshmy, Blessy Jebastina\",\"doi\":\"10.1109/ICSPC46172.2019.8976732\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Measurement of Bioimpedance is a non-invasive, inexpensive as well as a widely used technique for measuring body composition measurements and also to assess the health condition and nutrition. This technique is a painless one and involves the passage of a small amplitude electrical current having a particular frequency applied through cables connected to electrodes placed on the human body, enabling the measurement of resistance (R) and capacitive reactance (Xc), which is performed using an analog device. At low frequencies current pass through extracellular fluids and at high frequencies it penetrates the cellular membrane and gets into the intracellular fluid. The focus of the proposed works is to investigate the possibilities of monitoring the blood glucose status non-invasively by using the bioimpedance data which would permit more frequent testing and a tighter control of diabetes. The Bioimpedance values measured from various subjects are trained against the actual value of Blood Glucose measured using the conventional clinical process using ANFIS, an adaptive estimation algorithm and are further tested for various other subjects. The results obtained are found to be well within the tolerable accuracy limits. The hardware circuit for bioimpedance measurement is interfaced with LabView environment for the estimation.\",\"PeriodicalId\":321652,\"journal\":{\"name\":\"2019 2nd International Conference on Signal Processing and Communication (ICSPC)\",\"volume\":\"7 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-03-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 2nd International Conference on Signal Processing and Communication (ICSPC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICSPC46172.2019.8976732\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 2nd International Conference on Signal Processing and Communication (ICSPC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSPC46172.2019.8976732","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5

摘要

生物阻抗测量是一种无创的、廉价的、广泛使用的测量身体成分的技术,也可用于评估健康状况和营养状况。这种技术是一种无痛的技术,涉及到通过连接到人体电极的电缆施加具有特定频率的小幅度电流,从而可以使用模拟设备测量电阻(R)和容抗(Xc)。低频电流通过细胞外液,高频电流穿透细胞膜进入细胞内液。本研究的重点是研究利用生物阻抗数据无创监测血糖状态的可能性,这将允许更频繁的检测和更严格的糖尿病控制。使用ANFIS(一种自适应估计算法)对从不同受试者中测量的生物阻抗值进行训练,以对抗使用常规临床过程测量的血糖实际值,并对其他不同受试者进行进一步测试。所得结果均在可容忍的精度范围内。设计了生物阻抗测量的硬件电路,并结合LabView环境进行了估计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Non-Invasive Method for Measurement of Blood Glucose using Bio Impedance Technique
Measurement of Bioimpedance is a non-invasive, inexpensive as well as a widely used technique for measuring body composition measurements and also to assess the health condition and nutrition. This technique is a painless one and involves the passage of a small amplitude electrical current having a particular frequency applied through cables connected to electrodes placed on the human body, enabling the measurement of resistance (R) and capacitive reactance (Xc), which is performed using an analog device. At low frequencies current pass through extracellular fluids and at high frequencies it penetrates the cellular membrane and gets into the intracellular fluid. The focus of the proposed works is to investigate the possibilities of monitoring the blood glucose status non-invasively by using the bioimpedance data which would permit more frequent testing and a tighter control of diabetes. The Bioimpedance values measured from various subjects are trained against the actual value of Blood Glucose measured using the conventional clinical process using ANFIS, an adaptive estimation algorithm and are further tested for various other subjects. The results obtained are found to be well within the tolerable accuracy limits. The hardware circuit for bioimpedance measurement is interfaced with LabView environment for the estimation.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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:604180095
Book学术官方微信