Electromagnetic based emotion recognition using ANOVA feature selection and Bayes Network

Abstract

In electric vehicle, rechargeable battery served as energy source for all its system operation which include electric motor for propulsion system and also other auxiliary components. Therefore, it becomes an important issue to be tackled in EV technology in order to enhance the battery energy capacity for long range operation. In general public view, people tend to be very concern in purchasing the electric car. One of the concerns lies on the question of how far they can travel with only battery for their car propulsion means. Therefore, this study tries to investigate the relation between battery types and the range anxiety faces by electric car makers. The investigations reveals that, Li-ion as the battery with high energy density cover more area or distance travel.

Hybrid Automata System for Emotion Embodiment in Upper Extremity Rehabilitation System

“…The emotion recognition system takes the subject emotion, E in real time. A constant block is utilized as in integrating the Simulink-Stateflow with rehabilitation platform and the emotion of the subject [20]. As a result, the ordered sequence of subject emotions induced is given as a shown in Equation (2);…”

“…Gripper direction dir, changes from forward to backward (5<X<6) x 10 Subject emotion E, changes from sad to nervous AND (X<=20) x 11 Subject emotion E, changes from nervous to happy AND (X<=20) x 12 Subject emotion E, changes from happy to nervous AND (X<=20) x 13 Subject emotion E, changes from nervous to sad AND (X<=20) x 14 Subject emotion E, changes from sad to happy AND (X<=20) x 15 Subject emotion E, changes from happy to sad AND (X<=20) x 16 Gripper at home position (X=20) x 17 Gripper direction dir, changes from backward to forward (19<X<20) x 18 Subject emotion E, changes from happy to calm AND (X<=20) x 19 Subject emotion E, changes from calm to happy AND (X<=20) x 20 Subject emotion E, changes from happy to calm AND (X=5) 'x 21 Subject emotion E, changes from calm to happy AND (X=5) x 22 Subject emotion E, changes from nervous to calm AND (X=5) x 23 Subject emotion E, changes from calm to nervous AND (X=5) x 24 Subject emotion E, changes from sad to calm AND (X=5)…”