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http://dspace.unimap.edu.my:80/xmlui/handle/123456789/21402| Title: | Evaluation of Weight Factor Mode and EEMD performance on measuring heart rate activity in the presence of cardiac arrhythmia |
| Authors: | Mohamed, Kharrat Wakuda, Yuki Kobayashi, Shinsuke Koshizuka, Noboru Sakamura, Ken mohamed@sakamura-lab.or wakuda@sakamura-lab.or Kobayashi@sakamura-lab.or koshizuka@sakamura-lab.or ken@sakamura-lab.or |
| Keywords: | Weight Factor Mode (WFM) Ensemble Empirical Mode Decomposition (EEMD) Heart Rate Monitering |
| Issue Date: | 27-Feb-2012 |
| Publisher: | Institute of Electrical and Electronics Engineers (IEEE) |
| Citation: | p. 466-469 |
| Series/Report no.: | Proceedings of the International Conference on Biomedical Engineering (ICoBE 2012) |
| Abstract: | In this work we aim at evaluating the performance of our previously proposed method Weight Factor Mode (WFM), which is based on Ensemble Empirical Mode Decomposition (EEMD), in the case of cardiac arrhythmia. For this, we have used MIT-BIH Arrhythmia ECG database. Obtained results show high sensitivity detecting the heart rate activity (99.5%). We also found that, in order to achieve highest success rates, WFM requires manual selection of weight factors for each sample. |
| Description: | Link to publisher's homepage at http://ieeexplore.ieee.org/ |
| URI: | http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6179060 http://dspace.unimap.edu.my/123456789/21402 |
| ISBN: | 978-145771989-9 |
| Appears in Collections: | Conference Papers |
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