Design Implementation and Evaluation of a Mobile Continuous Blood Oxygen Saturation Monitoring System
dc.contributor.author | Zhang, Qingxue | |
dc.contributor.author | Arney, David | |
dc.contributor.author | Goldman, Julian M. | |
dc.contributor.author | Isselbacher, Eric M. | |
dc.contributor.author | Armoundas, Antonis A. | |
dc.contributor.department | Electrical and Computer Engineering, School of Engineering and Technology | en_US |
dc.date.accessioned | 2022-01-07T14:23:49Z | |
dc.date.available | 2022-01-07T14:23:49Z | |
dc.date.issued | 2020-11 | |
dc.description.abstract | Objective: In this study, we built a mobile continuous Blood Oxygen Saturation (SpO2) monitor, and for the first time, explored key design principles towards daily applications. Methods: We firstly built a customized wearable computer that can sense two-channel photoplethysmogram (PPG) signals, and transmit the signals wirelessly to smartphone. Afterwards, we explored many SpO2 model building principles, focusing on linear/nonlinear models, different PPG parameter calculation methods, and different finger types. Moreover, we further compared PPG sensor placement principles by comparing different hand configurations and different finger configurations. Finally, a dataset collected from eleven human subjects was used to evaluate the mobile health monitor and explore all of the above design principles. Results: The experimental results show that the root mean square error of the SpO2 estimation is only 1.8, indicating the effectiveness of the system. Conclusion: These results indicate the effectiveness of the customized mobile SpO2 monitor and the selected design principles. Significance: This research is expected to facilitate the continuous SpO2 monitoring of patients with clinical indications. | en_US |
dc.eprint.version | Final published version | en_US |
dc.identifier.citation | Zhang, Q., Arney, D., Goldman, J. M., Isselbacher, E. M., & Armoundas, A. A. (2020). Design Implementation and Evaluation of a Mobile Continuous Blood Oxygen Saturation Monitoring System. Sensors, 20(22), 6581. https://doi.org/10.3390/s20226581 | en_US |
dc.identifier.issn | 1424-8220 | en_US |
dc.identifier.uri | https://hdl.handle.net/1805/27304 | |
dc.language.iso | en_US | en_US |
dc.publisher | MDPI | en_US |
dc.relation.isversionof | 10.3390/s20226581 | en_US |
dc.relation.journal | Sensors | en_US |
dc.rights | Attribution 4.0 International | |
dc.rights.uri | https://creativecommons.org/licenses/by/4.0 | |
dc.source | Publisher | en_US |
dc.subject | blood oxygen saturation | en_US |
dc.subject | mobile health | en_US |
dc.subject | physiological signal processing | en_US |
dc.subject | wearable computer | en_US |
dc.title | Design Implementation and Evaluation of a Mobile Continuous Blood Oxygen Saturation Monitoring System | en_US |
dc.type | Article | en_US |