An R-peak detection method based on peaks of Shannon energy envelope
文献类型：期刊论文
| 作者 | Dong, J*(董军)
|
| 刊名 | BIOMEDICAL SIGNAL PROCESSING AND CONTROL
 |
| 出版日期 | 2013-09 |
| 卷号 | 8期号:5页码:466-474 |
| 关键词 | QRS detection Peaks of Shannon energy envelope (PSEE) MIT-BIH Chinese cardiovascular disease database (CCDD) |
| 通讯作者 | Dong, J*(董军) |
| 英文摘要 | In a real-time electrocardiogram (ECG) monitoring system, to detect the R-peak in each beat with low delay, high accuracy and high speed is an important and fundamental task. Aiming at satisfying these requirements, a novel R-peak detection algorithm based on Shannon energy envelope (PSEE) is introduced. It extracts Shannon energy envelope (SEE) from ECG firstly, then finds out the R-peaks after SEE by three new introduced sub-processes: peak detection, false-R detection and false-noise detection. Owing to these sub-processes, the whole schema can deal with long pause or asystole case, and avoid segmenting ECG. Moreover, by splitting the calculation into every sampling time slot, the delay is guaranteed. The new method has been evaluated with all records in MIT-BIH with 99.83% detection rate of R-peaks and about 1.77 mu s computation time for each sample and with 251 records in Chinese Cardiovascular Disease Database with total accuracy 99.78%. Therefore, it not only satisfies real-time requirements but also improves the detection accuracy rate. (C) 2013 Elsevier Ltd. All rights reserved. |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| WOS记录号 | WOS:000320217600005 |
| 公开日期 | 2014-01-03 |
| 源URL | [http://ir.sinano.ac.cn/handle/332007/1193]  |
| 专题 | 苏州纳米技术与纳米仿生研究所_学科交叉综合研究部_董军团队 |
| 通讯作者 | Dong, J*(董军) |
| 推荐引用方式 GB/T 7714 | Dong, J*. An R-peak detection method based on peaks of Shannon energy envelope[J]. BIOMEDICAL SIGNAL PROCESSING AND CONTROL,2013,8(5):466-474. |
| APA | Dong, J*.(2013).An R-peak detection method based on peaks of Shannon energy envelope.BIOMEDICAL SIGNAL PROCESSING AND CONTROL,8(5),466-474. |
| MLA | Dong, J*."An R-peak detection method based on peaks of Shannon energy envelope".BIOMEDICAL SIGNAL PROCESSING AND CONTROL 8.5(2013):466-474. |
入库方式： OAI收割
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。