基于光纤光栅传感器的脉搏波模式血压预测研究

S. Chino, H. Ishizawa, Shouhei Koyama, Keisaku Fujimoto, Shintaro Kurasawa, Kyoko Katayama
{"title":"基于光纤光栅传感器的脉搏波模式血压预测研究","authors":"S. Chino, H. Ishizawa, Shouhei Koyama, Keisaku Fujimoto, Shintaro Kurasawa, Kyoko Katayama","doi":"10.9746/sicetr.56.189","DOIUrl":null,"url":null,"abstract":"As the number of elderly people increases, the demand of vital sign continuous measurement devices for health monitoring is increasing. We are aiming at the development of wearable vital signs measuring equipment using Fiber Bragg Grating (FBG) sensor which is an optical fiber type strain sensor. In this report, blood pressure prediction was performed on seven elderly people with different pulse wave patterns, and the results were exam-ined. The blood pressure was predicted by constructing a calibration model by Partial Least Squares Regression (PLSR) from the reference blood pressure measured simultaneously with the pulse wave measured by the FBG sensor. As a result, the blood pressure prediction error of all subjects become 6 mmHg for systolic blood pressure and 4 mmHg for diastolic blood pressure, which indicate the possibility of blood pressure prediction using FBG sensor in elderly people with different pulse wave patterns. In addition, it is possible to construct a calibration model for more accurate blood pressure prediction.","PeriodicalId":416828,"journal":{"name":"Transactions of the Society of Instrument and Control Engineers","volume":"38 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Study on Pulse Wave Pattern for Blood Pressure Prediction Using FBG Sensor\",\"authors\":\"S. Chino, H. Ishizawa, Shouhei Koyama, Keisaku Fujimoto, Shintaro Kurasawa, Kyoko Katayama\",\"doi\":\"10.9746/sicetr.56.189\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"As the number of elderly people increases, the demand of vital sign continuous measurement devices for health monitoring is increasing. We are aiming at the development of wearable vital signs measuring equipment using Fiber Bragg Grating (FBG) sensor which is an optical fiber type strain sensor. In this report, blood pressure prediction was performed on seven elderly people with different pulse wave patterns, and the results were exam-ined. The blood pressure was predicted by constructing a calibration model by Partial Least Squares Regression (PLSR) from the reference blood pressure measured simultaneously with the pulse wave measured by the FBG sensor. As a result, the blood pressure prediction error of all subjects become 6 mmHg for systolic blood pressure and 4 mmHg for diastolic blood pressure, which indicate the possibility of blood pressure prediction using FBG sensor in elderly people with different pulse wave patterns. In addition, it is possible to construct a calibration model for more accurate blood pressure prediction.\",\"PeriodicalId\":416828,\"journal\":{\"name\":\"Transactions of the Society of Instrument and Control Engineers\",\"volume\":\"38 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Transactions of the Society of Instrument and Control Engineers\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.9746/sicetr.56.189\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Transactions of the Society of Instrument and Control Engineers","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.9746/sicetr.56.189","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

随着老年人数量的增加,对用于健康监测的生命体征连续测量仪的需求越来越大。光纤布拉格光栅(FBG)传感器是一种光纤型应变传感器,我们的目标是开发可穿戴式生命体征测量设备。在本报告中,我们对7位脉搏波形不同的老年人进行了血压预测,并对结果进行了检验。将参考血压与FBG传感器测得的脉搏波同时测量,利用偏最小二乘回归(PLSR)建立校准模型,预测血压。结果,所有受试者的血压预测误差收缩压为6 mmHg,舒张压为4 mmHg,这表明FBG传感器在不同脉波模式的老年人中进行血压预测的可能性。此外,还可以构建一个校准模型,以更准确地预测血压。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Study on Pulse Wave Pattern for Blood Pressure Prediction Using FBG Sensor
As the number of elderly people increases, the demand of vital sign continuous measurement devices for health monitoring is increasing. We are aiming at the development of wearable vital signs measuring equipment using Fiber Bragg Grating (FBG) sensor which is an optical fiber type strain sensor. In this report, blood pressure prediction was performed on seven elderly people with different pulse wave patterns, and the results were exam-ined. The blood pressure was predicted by constructing a calibration model by Partial Least Squares Regression (PLSR) from the reference blood pressure measured simultaneously with the pulse wave measured by the FBG sensor. As a result, the blood pressure prediction error of all subjects become 6 mmHg for systolic blood pressure and 4 mmHg for diastolic blood pressure, which indicate the possibility of blood pressure prediction using FBG sensor in elderly people with different pulse wave patterns. In addition, it is possible to construct a calibration model for more accurate blood pressure prediction.
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