Identifying Types of Physical Activity With a Single Accelerometer: Evaluating Laboratory-trained Algorithms in Daily Life - Gyllensten, Illapha Cuba; Bonomi, Alberto G. (IEEE transactions on biomedical engineering, 2011)
Keywords: Acceleration; Accelerometers; Accuracy; Activities of Daily Living - classification; Adult; Algorithms; Artificial neural networks; Assessment of daily physical activity; Biological and medical sciences; Classification; Classification algorithms; Decision Trees; Female; Fundamental and applied biological sciences. Psychology; Humans; intelligent device for energy expenditure and physical activity (IDEEA); Laboratories; Locomotion - physiology; Male; Models, Statistical; Monitoring, Ambulatory - instrumentation; Monitoring, Ambulatory - methods; Motor Activity - physiology; Neural Networks (Computer); physical activity; Principal Component Analysis; Reproducibility of Results; Support Vector Machine; Support vector machines; Training data; triaxial accelerometer; Vertebrates: body movement. Posture. Locomotion. Flight. Swimming. Physical exercise. Rest. Sports; Performance evaluation; Physical exercise; Human; classification algorithms; Daily living; Assessment of daily physical activity; Algorithm; intelligent device for energy expenditure and physical activity (IDEEA); physical activity; Energetic cost; Reproducibility; Classification; Accelerometer; triaxial accelerometer; Intelligent system; Biomedical engineering