摘要
Convenient monitoring of vital signs, particularly blood pressure(BP), is critical to improve the effectiveness of healthcare and prevent chronic diseases. This study presents a user-friendly, low-cost, real-time, and non-contact technique for BP measurement based on the detection of photoplethysmography (PPG) using a regular webcam. Leveraging features extracted from photoplethysmograph, an individual's BP can be estimated using a neural network. Experiments were performed on 20 human participants during three different daytime slots given the influence of background illumination. Compared against the systolic blood pressure and diastolic blood pressure readings collected from a commercially available BP monitor, the proposed technique achieves an average error rate of 9.62% (Systolic BP) and 11.63% (Diastolic BP) for the afternoon session, and 8.4% (Systolic BP) and 11.18% (Diastolic BP) for the evening session. The proposed technique can be easily extended to the camera on any mobile device and thus be widely used in a pervasive manner. Copyright held by the owner/author(s).
| 源语言 | 英语 |
|---|---|
| 主期刊名 | UbiComp/ISWC 2017 - Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers |
| 出版商 | Association for Computing Machinery, Inc |
| 页 | 524-529 |
| 页数 | 6 |
| ISBN(电子版) | 9781450351904 |
| DOI | |
| 出版状态 | 已出版 - 11 9月 2017 |
| 已对外发布 | 是 |
| 活动 | 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and ACM International Symposium on Wearable Computers, UbiComp/ISWC 2017 - Maui, 美国 期限: 11 9月 2017 → 15 9月 2017 |
出版系列
| 姓名 | UbiComp/ISWC 2017 - Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers |
|---|
会议
| 会议 | 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and ACM International Symposium on Wearable Computers, UbiComp/ISWC 2017 |
|---|---|
| 国家/地区 | 美国 |
| 市 | Maui |
| 时期 | 11/09/17 → 15/09/17 |
联合国可持续发展目标
此成果有助于实现下列可持续发展目标:
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可持续发展目标 3 良好健康与福祉
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