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A Wearable Context-Aware ECG Monitoring System Integrated with Built-in Kinematic Sensors of the Smartphone
文献类型：期刊论文
| 作者 | Fen Miao; Yayu Cheng; Yi He; Qingyun He; Ye Li |
| 刊名 | SENSORS
 |
| 出版日期 | 2015 |
| 英文摘要 | Continuously monitoring the ECG signals over hours combined with activity status is very important for preventing cardiovascular diseases. A traditional ECG holter is often inconvenient to carry because it has many electrodes attached to the chest and because it is heavy. This work proposes a wearable, low power context-aware ECG monitoring system integrated built-in kinetic sensors of the smartphone with a self-designed ECG sensor. The wearable ECG sensor is comprised of a fully integrated analog front-end (AFE), a commercial micro control unit (MCU), a secure digital (SD) card, and a Bluetooth module. The whole sensor is very small with a size of only 58 × 50 × 10 mm for wearable monitoring application due to the AFE design, and the total power dissipation in a full round of ECG acquisition is only 12.5 mW. With the help of built-in kinetic sensors of the smartphone, the proposed system can compute and recognize user’s physical activity, and thus provide context-aware information for the continuous ECG monitoring. The experimental results demonstrated the performance of proposed system in improving diagnosis accuracy for arrhythmias and identifying the most common abnormal ECG patterns in different activities. In conclusion, we provide a wearable, accurate and energy-efficient system for long-term and context-aware ECG monitoring without any extra cost on kinetic sensor design but with the help of the widespread smartphone. |
| 收录类别 | SCI |
| 原文出处 | http://www.mdpi.com/1424-8220/15/5/11465 |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/7044]  |
| 专题 | 深圳先进技术研究院_医工所 |
| 作者单位 | SENSORS |
| 推荐引用方式 GB/T 7714 | Fen Miao,Yayu Cheng,Yi He,et al. A Wearable Context-Aware ECG Monitoring System Integrated with Built-in Kinematic Sensors of the Smartphone[J]. SENSORS,2015. |
| APA | Fen Miao,Yayu Cheng,Yi He,Qingyun He,&Ye Li.(2015).A Wearable Context-Aware ECG Monitoring System Integrated with Built-in Kinematic Sensors of the Smartphone.SENSORS. |
| MLA | Fen Miao,et al."A Wearable Context-Aware ECG Monitoring System Integrated with Built-in Kinematic Sensors of the Smartphone".SENSORS (2015). |
入库方式： OAI收割
来源：深圳先进技术研究院
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