Data analysis in the domains of time and frequency, using signals collected from mobile phone accelerometers in order to classify/identify the activity performed, corresponding to 12 different movements, namely:
-
Dynamic
WALKING WALKING_UPSTAIRS WALKING_DOWNSTAIRS -
Static
SITTING STANDING LAYING -
Transition
STAND_TO_SIT SIT_TO_STAND SIT_TO_LIE LIE_TO_SIT STAND_TO_LIE LIE_TO_STAND