TY - GEN
T1 - Continuous blood pressure monitoring using low-cost motion sensors on AR/VR headsets
AU - Zhao, Tianming
AU - Ye, Zhengkun
AU - Zhang, Tianfang
AU - Shi, Cong
AU - Mahdad, Ahmed Tanvir
AU - Wang, Yan
AU - Chen, Yingying
AU - Saxena, Nitesh
N1 - Publisher Copyright:
© 2022 Owner/Author.
PY - 2022/6/27
Y1 - 2022/6/27
N2 - The Augmented reality/Virtual reality (AR/VR) industry has ushered in a period of rapid development. The next decade leaves a massive imagination for AR/VR in terms of end product form, software, content, applications, and user increment. The AR & VR technology offers a gazillion of possibilities for smart healthcare. In this poster, we develop an innovative continuous blood pressure (CBP) estimation system leveraging the built-in motion sensors of AR/VR headsets for users. We design a deep learning-based PPG construction scheme using the motion sensor-based cardiac signal and estimate the continuous blood pressure using the regression model. Our experimental results show that our system can continuously estimate both systolic blood pressure (SBP) and diastolic blood pressure (DBP) with a mean error of less than 4 mmHg and 0.9 mmHg respectively within a day.
AB - The Augmented reality/Virtual reality (AR/VR) industry has ushered in a period of rapid development. The next decade leaves a massive imagination for AR/VR in terms of end product form, software, content, applications, and user increment. The AR & VR technology offers a gazillion of possibilities for smart healthcare. In this poster, we develop an innovative continuous blood pressure (CBP) estimation system leveraging the built-in motion sensors of AR/VR headsets for users. We design a deep learning-based PPG construction scheme using the motion sensor-based cardiac signal and estimate the continuous blood pressure using the regression model. Our experimental results show that our system can continuously estimate both systolic blood pressure (SBP) and diastolic blood pressure (DBP) with a mean error of less than 4 mmHg and 0.9 mmHg respectively within a day.
KW - AR/VR headsets
KW - continuous blood pressure monitoring
UR - http://www.scopus.com/inward/record.url?scp=85134053334&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85134053334&partnerID=8YFLogxK
U2 - 10.1145/3498361.3538798
DO - 10.1145/3498361.3538798
M3 - Conference contribution
AN - SCOPUS:85134053334
T3 - MobiSys 2022 - Proceedings of the 2022 20th Annual International Conference on Mobile Systems, Applications and Services
SP - 589
EP - 590
BT - MobiSys 2022 - Proceedings of the 2022 20th Annual International Conference on Mobile Systems, Applications and Services
PB - Association for Computing Machinery, Inc
T2 - 20th ACM International Conference on Mobile Systems, Applications and Services, MobiSys 2022
Y2 - 27 June 2022 through 1 July 2022
ER -