Heart rate variability characterization in daily physical activities using wavelet analysis and multilayer fuzzy activity clustering

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 characteri...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	IEEE transactions on biomedical engineering Jg. 53; H. 1; S. 133 - 139
Hauptverfasser:	Hsiao-Lung Chan, Shih-Chin Fang, Yu-Lin Ko, Ming-An Lin, Hui-Hsun Huang, Lin, C.-H.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States IEEE 01.01.2006 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Acceleration Accelerometers Activities of Daily Living Adult Algorithms Cluster Analysis Diagnosis, Computer-Assisted - methods Discrete wavelet transform Discrete wavelet transforms Electrocardiography Electrocardiography, Ambulatory - methods Fluctuations fuzzy clustering Fuzzy Logic Heart beat Heart rate Heart Rate - physiology Heart rate variability Hospitals Humans Male Motor Activity - physiology Nonhomogeneous media Pattern Recognition, Automated physical activity Posture - physiology Wavelet analysis
ISSN:	0018-9294, 1558-2531
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!