A Real-Time QRS Detector Based on Discrete Wavelet Transform and Cubic Spline Interpolation
文献类型：期刊论文
| 作者 | Zheng, Huabin; Wu, Jiankang |
| 刊名 | TELEMEDICINE JOURNAL AND E-HEALTH
 |
| 出版日期 | 2008-10-01 |
| 卷号 | 14期号:8页码:809-815 |
| 关键词 | ECG QRS detector telemedicine wavelet spline interpolation |
| 英文摘要 | QRS detection is an important step in electrocardiogram signal processing and analysis. Despite a lot of research effort, robustness and high detection accuracy still remain open problems. Here we present a real-time QRS detector, based on wavelet decomposition and spline interpolation, which is working in our portable health monitor system (PHMS). The discrete wavelet transform combined with the Cubic Spline Interpolation is used as the preprocessor. An improved dynamic weights adjusting strategy is adopted to enhance the detection robustness. Finally, peak detector and adaptive threshold detector are used to determine the R fiducial point. We tested the algorithm against the Massachusetts Institute of Technology-Beth Israel Hosptial (MIT-BIH) arrhythmia database, and achieved a sensitivity of 99.75% and positive prediction of 99.83%. Further experiments carried out in the PHMS showed the robustness and sound performance in processing real-time sampled signal despite heavy noise. Time accuracy was also taken into consideration in the test and the total root mean square error was 16.03 ms. |
| WOS标题词 | Science & Technology ; Life Sciences & Biomedicine |
| 类目[WOS] | Health Care Sciences & Services |
| 研究领域[WOS] | Health Care Sciences & Services |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000266169600045 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9518]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | Chinese Acad Sci, Grad Univ, Inst Automat, CAS, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zheng, Huabin,Wu, Jiankang. A Real-Time QRS Detector Based on Discrete Wavelet Transform and Cubic Spline Interpolation[J]. TELEMEDICINE JOURNAL AND E-HEALTH,2008,14(8):809-815. |
| APA | Zheng, Huabin,&Wu, Jiankang.(2008).A Real-Time QRS Detector Based on Discrete Wavelet Transform and Cubic Spline Interpolation.TELEMEDICINE JOURNAL AND E-HEALTH,14(8),809-815. |
| MLA | Zheng, Huabin,et al."A Real-Time QRS Detector Based on Discrete Wavelet Transform and Cubic Spline Interpolation".TELEMEDICINE JOURNAL AND E-HEALTH 14.8(2008):809-815. |
入库方式： OAI收割
来源：自动化研究所
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。