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Evaluation of Weight Factor Mode and EEMD performance on measuring heart rate activity in the presence of cardiac arrhythmia

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Bibliographic Details
Main Authors: Mohamed, Kharrat, Wakuda, Yuki, Kobayashi, Shinsuke, Koshizuka, Noboru, Sakamura, Ken
Other Authors: mohamed@sakamura-lab.or
Format: Working Paper
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE) 2012
Subjects:
Weight Factor Mode (WFM)
Ensemble Empirical Mode Decomposition (EEMD)
Heart Rate Monitering
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/21402
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spelling my.unimap-214022012-10-18T07:50:30Z Evaluation of Weight Factor Mode and EEMD performance on measuring heart rate activity in the presence of cardiac arrhythmia 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 Weight Factor Mode (WFM) Ensemble Empirical Mode Decomposition (EEMD) Heart Rate Monitering Link to publisher's homepage at http://ieeexplore.ieee.org/ 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. 2012-10-18T07:50:30Z 2012-10-18T07:50:30Z 2012-02-27 Working Paper p. 466-469 978-145771989-9 http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6179060 http://hdl.handle.net/123456789/21402 en Proceedings of the International Conference on Biomedical Engineering (ICoBE 2012) Institute of Electrical and Electronics Engineers (IEEE)
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Weight Factor Mode (WFM)
Ensemble Empirical Mode Decomposition (EEMD)
Heart Rate Monitering
spellingShingle Weight Factor Mode (WFM)
Ensemble Empirical Mode Decomposition (EEMD)
Heart Rate Monitering
Mohamed, Kharrat
Wakuda, Yuki
Kobayashi, Shinsuke
Koshizuka, Noboru
Sakamura, Ken
Evaluation of Weight Factor Mode and EEMD performance on measuring heart rate activity in the presence of cardiac arrhythmia
description Link to publisher's homepage at http://ieeexplore.ieee.org/
author2 mohamed@sakamura-lab.or
author_facet mohamed@sakamura-lab.or
Mohamed, Kharrat
Wakuda, Yuki
Kobayashi, Shinsuke
Koshizuka, Noboru
Sakamura, Ken
format Working Paper
author Mohamed, Kharrat
Wakuda, Yuki
Kobayashi, Shinsuke
Koshizuka, Noboru
Sakamura, Ken
author_sort Mohamed, Kharrat
title Evaluation of Weight Factor Mode and EEMD performance on measuring heart rate activity in the presence of cardiac arrhythmia
title_short Evaluation of Weight Factor Mode and EEMD performance on measuring heart rate activity in the presence of cardiac arrhythmia
title_full Evaluation of Weight Factor Mode and EEMD performance on measuring heart rate activity in the presence of cardiac arrhythmia
title_fullStr Evaluation of Weight Factor Mode and EEMD performance on measuring heart rate activity in the presence of cardiac arrhythmia
title_full_unstemmed Evaluation of Weight Factor Mode and EEMD performance on measuring heart rate activity in the presence of cardiac arrhythmia
title_sort evaluation of weight factor mode and eemd performance on measuring heart rate activity in the presence of cardiac arrhythmia
publisher Institute of Electrical and Electronics Engineers (IEEE)
publishDate 2012
url http://dspace.unimap.edu.my/xmlui/handle/123456789/21402
_version_ 1643793368990351360
score 13.214268

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