Study on Pulse Wave Pattern for Blood Pressure Prediction Using FBG Sensor

• CHINO Shun

  Interdisciplinary Graduate School of Science and Technology, Shinshu University

• ISHIZAWA Hiroaki

  Institute for Fiber Engineering, Shinshu University

• KOYAMA Shouhei

  Faculty of Textile Science and Technology, Shinshu University

• FUJIMOTO Keisaku

  School of Health Sciences, Shinshu University

• KURASAWA Shintaro

  Interdisciplinary Graduate School of Science and Technology, Shinshu University

• KATAYAMA Kyoko

  Interdisciplinary Graduate School of Science and Technology, Shinshu University

Bibliographic Information

Other Title

• FBGセンサを用いた血圧予測における脈波パターンの影響
• FBG センサ オ モチイタ ケツアツ ヨソク ニ オケル ミャクハ パターン ノ エイキョウ

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 examined. 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 6mmHg for systolic blood pressure and 4mmHg 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.

Journal

• Transactions of the Society of Instrument and Control Engineers

  Transactions of the Society of Instrument and Control Engineers 56 (4), 189-197, 2020

  The Society of Instrument and Control Engineers

Keywords

• FBG sensor
• blood pressure
• pulse wave pattern
• vital sign

Details

• CRID: 1390002184893854720
• NII Article ID: 130007830927
• NII Book ID: AN00072392
• DOI: 10.9746/sicetr.56.189
• ISSN: 18838189
• ISSN: 04534654
• NDL BIB ID: 030416098
• Web Site: https://ndlsearch.ndl.go.jp/books/R000000004-I030416098
• Web Site: https://www.jstage.jst.go.jp/article/sicetr/56/4/56_189/_pdf
• Text Lang: ja
• Data Source:
  • JaLC
  • NDL
  • Crossref
  • CiNii Articles
  • KAKEN
• Abstract License Flag: Disallowed