Title
Heart rate variability characterization in daily physical activities using wavelet analysis and multilayer fuzzy activity clustering.
Abstract
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 Chan117619.98
Shih-Chin Fang291.17
Yu-Lin Ko391.17
Ming-An Lin491.17
Hui-Hsun Huang5172.51
Chun-Hsien Lin691.84