WIB : Real-time, Non-intrusive Blood Pressure Detection Using Smartphones

Author:

Zhang Jian1ORCID,Yuan Wu2ORCID,Chen Yanjiao3ORCID,Li Mingxi1ORCID,Wang Junkongshuai4ORCID,Zhang Qian5ORCID

Affiliation:

1. Wuhan University

2. Wuhan Textile University

3. Zhejiang University

4. Fudan University

5. Hong Kong University of Science and Technology

Abstract

Blood pressure (BP) is an essential vital sign related to many severe diseases, such as heart failure, kidney failure. Frequent BP detection can provide doctors more information to treat the disease. However, conventional at-home BP detection devices require completely blocking blood flow, which can lead to discomfort and disruption of normal activity when users want to perform frequent assessments. So a convenient solution should reduce the trouble of detecting BP in the daily life. In this work, we have designed and evaluated a smartphone-based BP detection application named WIB . WIB utilizes the smartphone’s acoustic sensors to obtain the chest motion caused by the heart beating and the smartphone’s camera to capture the pulse at the fingertip. We have recruited 30 volunteers who come from the author’s institution, to carry out comprehensive evaluations of WIB . We perform BP perturbation experiments to obtain different blood pressure data from these volunteers. The experiment results show that the average of Pearson correlation coefficient across all volunteers of the blood pressure estimation is 0.42–0.74 (α =0.6, σ =0.12), the average of RMSE across all volunteers is 4.2–8.8 mmHg (α =5.8, σ =1.8).

Publisher

Association for Computing Machinery (ACM)

Subject

Computer Networks and Communications

Reference47 articles.

1. 2017. Global Health Observatory (GHO) Data: Raised Blood Pressure.. Retrieved 16 May 2023 from http://www.who.int/gho/ncd/risk_factors/blood_pressure_prevalence_text/en/.

2. A brief review: History to understand fundamentals of electrocardiography;Majd A.;Journal of Community Hospital Internal Medicine Perspectives,2012

3. Eye clinic as a potential site to measure blood pressure;Adji A.;American Journal of Hypertension,2019

4. Role of home blood pressure monitoring in overcoming therapeutic inertia and improving hypertension control a systematic review and meta-analysis;Bills T. J. W. Hecht, R. Agarwal, J. E.;Hypertension,2011

5. Apple. 2017. iPhone XR - Technical Specifications. Retrieved 16 May 2023 fromhttps://www.apple.com.

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1. HearBP: Hear Your Blood Pressure via In-ear Acoustic Sensing Based on Heart Sounds;IEEE INFOCOM 2024 - IEEE Conference on Computer Communications;2024-05-20

2. MMHeart: An Efficient Heartbeat Monitoring System Based on MIMO mmWave Radar;2023 19th International Conference on Mobility, Sensing and Networking (MSN);2023-12-14

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