Human activity classification with miniature inertial and magnetic sensor signals

Abstract

This study provides a comparative performance assessment of various pattern recognition techniques on classifying human activities that are performed while wearing miniature inertial and magnetic sensors. Activities are classified using five sensor units worn on the chest, the arms, and the legs. Each sensor unit comprises a tri-axial accelerometer, a tri… (More)

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Cite this paper

@article{Yksek2011HumanAC, title={Human activity classification with miniature inertial and magnetic sensor signals}, author={Murat Cihan Y{\"u}ksek and Billur Barshan}, journal={2011 19th European Signal Processing Conference}, year={2011}, pages={956-960} }