지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국지능시스템학회 INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS Vol.18 No.4
- 발행연도
- 2018.12
- 수록면
- 229 - 236 (8page)
- DOI
- 10.5391/IJFIS.2018.18.4.229
이용수
초록· 키워드
오류제보하기
In this study, a target is to improve the accuracy of a blood pressure (BP) estimation system using photoplethysmography (PPG) signals. A BP estimation algorithm using multiple regression analysis is proposed and a BP estimation using the neural network is studied. Experimental results have shown that estimation accuracy can be improved. Estimation error of systolic BP value using multiple regression analysis with the proposed algorithm was reduced by approximately 16.3%. Furthermore, estimation error was reduced by approximately 21.6% than conventional multiple regression analysis in case of a BP estimation by machine learning using the neural network. It has been found that estimation accuracy is improved and shows the possibility of BP estimation using the neural network.
목차
Abstract
1. Introduction
2. Photoplethysmography and Pulse Wave Parameters
3. Estimation Algorithms of Blood Pressure Variation
4. Experiments
5. Conclusion
References
참고문헌 (17)
참고문헌 신청
[학술지(정기간행물)] - Toshihide Shima / 2015 / Influence of lifestyle-related diseases and age on the development and progression of non-alcoholic fatty liver disease / Hepatology Research 45 (5) : 548 ~ 559
[학술지(정기간행물)] - James Dieffenderfer / 2016 / Low-Power Wearable Systems for Continuous Monitoring of Environment and Health for Chronic Respiratory Disease / IEEE Journal of Biomedical and Health Informatics 20 (5) : 1251 ~ 1264
[학술지(정기간행물)] - Nils C. Gassen / 2017 / Life stress, glucocorticoid signaling, and the aging epigenome: Implications for aging-related diseases / Neuroscience & Biobehavioral Reviews 74 : 356 ~ 365
[학술지(정기간행물)] - Teresa Niccoli / 2012 / Ageing as a Risk Factor for Disease / Current Biology 22 (17) : R741 ~ R752
[학술지(정기간행물)] - Tomohito Sekine / 2018 / Fully Printed Wearable Vital Sensor for Human Pulse Rate Monitoring using Ferroelectric Polymer / Scientific Reports 8 (1)
[학술지(정기간행물)] - James Dieffenderfer / 2016 / Low-Power Wearable Systems for Continuous Monitoring of Environment and Health for Chronic Respiratory Disease / IEEE Journal of Biomedical and Health Informatics 20 (5) : 1251 ~ 1264
[학술지(정기간행물)] - Nils C. Gassen / 2017 / Life stress, glucocorticoid signaling, and the aging epigenome: Implications for aging-related diseases / Neuroscience & Biobehavioral Reviews 74 : 356 ~ 365
[학술지(정기간행물)] - Teresa Niccoli / 2012 / Ageing as a Risk Factor for Disease / Current Biology 22 (17) : R741 ~ R752
[학술지(정기간행물)] - Tomohito Sekine / 2018 / Fully Printed Wearable Vital Sensor for Human Pulse Rate Monitoring using Ferroelectric Polymer / Scientific Reports 8 (1)
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UCI(KEPA) : I410-ECN-0101-2019-003-000309439