A real-time cardiac arrhythmia classification system with wearable electrocardiogram
文献类型：会议论文
| 作者 | Liang W(梁炜) ; Sheng Hu; Shao ZZ(邵振洲); Tan JD(谈金东)
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| 出版日期 | 2011 |
| 会议名称 | 2011 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER 2011) |
| 会议日期 | March 20-23, 2011 |
| 会议地点 | Kunming, China |
| 关键词 | Wearable ECG Cardiac Arrhythmia Classification Hidden Markov Model |
| 页码 | 102-106 |
| 中文摘要 | Long term continuous monitoring of electrocardiogram (ECG) in a free living environment provides valuable information for the prevention on the heart attack and other high risk diseases. Most of the existing devices provide ECG recording in a hospital setting or off-line ECG diagnosis. The design of a real-time wearable ECG monitoring device with cardiac arrhythmia classification system is discussed in this paper. In this system, the wearable sensor node monitors the patient's ECG and motion signal in an unobstructive way that the patient's daily life will not be affected. ECG analog front-end and on-node processing are designed to remove most of the noise and bias, which guarantees an clean and reliable ECG waveform. The ECG waveform is digitalized by an analog-to-digital convertor and transmitted to a smart phone via bluetooth. On the smartphone, the ECG waveform is visualized and a novel layered hidden Markov model is implemented to classify multiple cardiac arrhythmias in real time. This paper evaluates the performance of the hardware design and the classification algorithm. |
| 收录类别 | EI |
| 产权排序 | 1 |
| 会议录 | Proceedings of the 2011 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER 2011)
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| 会议录出版者 | IEEE |
| 会议录出版地 | Piscataway, NJ, USA |
| 语种 | 英语 |
| ISBN号 | 978-1-61284-910-2 |
| 源URL | [http://ir.sia.cn/handle/173321/8312]  |
| 专题 | 沈阳自动化研究所_工业信息学研究室 |
| 推荐引用方式 GB/T 7714 | Liang W,Sheng Hu,Shao ZZ,et al. A real-time cardiac arrhythmia classification system with wearable electrocardiogram[C]. 见:2011 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER 2011). Kunming, China. March 20-23, 2011. |
入库方式： OAI收割
来源：沈阳自动化研究所
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