학술논문

Unconstrained Monitoring of Pulse Pressure Waves from the Surface of the Subject's Back
Document Type
Conference
Source
2019 58th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE) Instrument and Control Engineers of Japan (SICE), 2019 58th Annual Conference of the Society of. :39-44 Sep, 2019
Subject
Aerospace
Bioengineering
Components, Circuits, Devices and Systems
General Topics for Engineers
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Pressure measurement
Pulse measurements
Monitoring
Blood pressure
Mathematical model
Biomedical monitoring
aortic pulse wave
unconstrained measurement
system identification
continuous arterial pressure
Language
Abstract
This paper proposes a novel technique to estimate continuous pulse pressure waves based on aortic pulse waves (APWs) that are measured in an unconstrained manner at the back of a user via an APW sensor. Frequency filtering and rectification are applied to the APWs as a preprocessing step. These preprocessed waves are then converted into continuous pulse pressure waves using a black box model that includes the physical factors of the patient. The black box model is constructed beforehand using the preprocessed APWs and continuous arterial pressure waves measured from other users. The converted pulse pressure waves were then compared with continuous arterial pressure waves measured using a commercial sphygmomanometer to evaluate the accuracy of the proposed method. As a result, the correlation coefficient between the converted waves from the proposed method and the waves measured using the sphygmomanometer was 0.83 or higher and the mean absolute error was 6.07 ± 5.89 mmHg. It was therefore concluded that the proposed method may enable unconstrained measurement of continuous pulse pressure waves.