Research Database
Category: Pattern Recognition
Back to Research DatabaseACCELEROMETER DERIVED MOVEMENT PATTERN DIFFERENCES ACROSS AGE
Presented on January 1st, 2011
INTRODUCTION Pattern recognition classification algorithms have successfully identified energy cost and activity type from hip-worn accelerometers (ACC) . These algorithms evaluate attributes of the acceleration signal during high frequency... Continue Reading >>>
- Authors: Strath SJ1 , Keenan KG1 , Hart TL1 , Grimm EK1 , Miller NE1 , Swartz AM1
- Institutions: 1Physical Activity & Health Research Laboratory, University of Wisconsin-Milwaukee, Milwaukee, USA
An artificial neural network to estimate physical activity energy expenditure and identify physical activity mode from uniaxial accelerometer counts
Added on June 18th, 2010
The aim of this investigation was to develop and test an artificial neural network (ANN) to apply to physical activity data collected with a commonly used uniaxial accelerometer. One... Continue Reading >>>
- Authors: Staudenmayer J, Freedson P, Pober D, Crouter S, Bassett D
- Institutions: University of Massachusetts, Lyndon State College, University of Tennessee