| dc.contributor.author | Mohamed, Kharrat | |
| dc.contributor.author | Wakuda, Yuki | |
| dc.contributor.author | Kobayashi, Shinsuke | |
| dc.contributor.author | Koshizuka, Noboru | |
| dc.contributor.author | Sakamura, Ken | |
| dc.date.accessioned | 2012-10-18T07:50:30Z | |
| dc.date.available | 2012-10-18T07:50:30Z | |
| dc.date.issued | 2012-02-27 | |
| dc.identifier.citation | p. 466-469 | en_US |
| dc.identifier.isbn | 978-145771989-9 | |
| dc.identifier.uri | http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6179060 | |
| dc.identifier.uri | http://dspace.unimap.edu.my/123456789/21402 | |
| dc.description | Link to publisher's homepage at http://ieeexplore.ieee.org/ | en_US |
| dc.description.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. | en_US |
| dc.language.iso | en | en_US |
| dc.publisher | Institute of Electrical and Electronics Engineers (IEEE) | en_US |
| dc.relation.ispartofseries | Proceedings of the International Conference on Biomedical Engineering (ICoBE 2012) | en_US |
| dc.subject | Weight Factor Mode (WFM) | en_US |
| dc.subject | Ensemble Empirical Mode Decomposition (EEMD) | en_US |
| dc.subject | Heart Rate Monitering | en_US |
| dc.title | Evaluation of Weight Factor Mode and EEMD performance on measuring heart rate activity in the presence of cardiac arrhythmia | en_US |
| dc.type | Working Paper | en_US |
| dc.contributor.url | mohamed@sakamura-lab.or | en_US |
| dc.contributor.url | wakuda@sakamura-lab.or | en_US |
| dc.contributor.url | Kobayashi@sakamura-lab.or | en_US |
| dc.contributor.url | koshizuka@sakamura-lab.or | en_US |
| dc.contributor.url | ken@sakamura-lab.or | en_US |
