Title | ||
---|---|---|
Heart rate variability characterization in daily physical activities using wavelet analysis and multilayer fuzzy activity clustering. |
Abstract | ||
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A portable data recorder was developed to parallel measure the electrocardiogram and body accelerations. A multilayer fuzzy clustering algorithm was proposed to classify the physical activity based on body accelerations. Discrete wavelet transform was incorporated to retrieve time-varying characteristics of heart rate variability under different physical activities. Nine healthy subjects were incl... |
Year | DOI | Venue |
---|---|---|
2006 | 10.1109/TBME.2005.859811 | IEEE Transactions on Biomedical Engineering |
Keywords | Field | DocType |
Heart rate variability,Wavelet analysis,Nonhomogeneous media,Acceleration,Heart beat,Fluctuations,Discrete wavelet transforms,Hospitals,Accelerometers,Electrocardiography | Fuzzy clustering,Heartbeat,Heart rate variability,Electronic engineering,Fuzzy set,Discrete wavelet transform,Heart rate,Cluster analysis,Mathematics,Wavelet | Journal |
Volume | Issue | ISSN |
53 | 1 | 0018-9294 |
Citations | PageRank | References |
9 | 1.17 | 0 |
Authors | ||
6 |
Name | Order | Citations | PageRank |
---|---|---|---|
Hsiao-Lung Chan | 1 | 176 | 19.98 |
Shih-Chin Fang | 2 | 9 | 1.17 |
Yu-Lin Ko | 3 | 9 | 1.17 |
Ming-An Lin | 4 | 9 | 1.17 |
Hui-Hsun Huang | 5 | 17 | 2.51 |
Chun-Hsien Lin | 6 | 9 | 1.84 |