RecognitionOfHumanActivitiesAndPosturalTransitions

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