TY - GEN
T1 - Towards mapping emotive gait patterns from human to robot
AU - Karg, Michelle
AU - Schwimmbeck, Mathias
AU - Kühnlenz, Kolja
AU - Buss, Martin
PY - 2010
Y1 - 2010
N2 - Integration of emotions enhances naturalness of human-robot interaction (HRI). This requires that the robot is equipped with hardware to express emotions. Believability and recognition of expressions is increased if the same emotional state is expressed in all modalities which the robot is capable of. Within this aspect, our work analyzes if a walking robot can express emotions in the way it walks and if these expressions are recognizable. The emotive gait patterns are derived from human characteristics for emotive gait. The parameters step length, height and time for a single step vary depending on the emotion. Mapping these changes to the kinematics of the robot and exaggeration of the walking styles leads to distinguishable expressions for the dimensions pleasure, arousal and dominance. Experimental results on a hexapod show that differences in arousal are best expressed and thus recognized. Comparing an animation of the hexapod with the real robot indicates that the robot is perceived as slightly more pleasant and active. This study shows that by changing its walking style the hexapod expresses emotions, in particular differences in arousal, which can be used to increase expressiveness in HRI.
AB - Integration of emotions enhances naturalness of human-robot interaction (HRI). This requires that the robot is equipped with hardware to express emotions. Believability and recognition of expressions is increased if the same emotional state is expressed in all modalities which the robot is capable of. Within this aspect, our work analyzes if a walking robot can express emotions in the way it walks and if these expressions are recognizable. The emotive gait patterns are derived from human characteristics for emotive gait. The parameters step length, height and time for a single step vary depending on the emotion. Mapping these changes to the kinematics of the robot and exaggeration of the walking styles leads to distinguishable expressions for the dimensions pleasure, arousal and dominance. Experimental results on a hexapod show that differences in arousal are best expressed and thus recognized. Comparing an animation of the hexapod with the real robot indicates that the robot is perceived as slightly more pleasant and active. This study shows that by changing its walking style the hexapod expresses emotions, in particular differences in arousal, which can be used to increase expressiveness in HRI.
UR - http://www.scopus.com/inward/record.url?scp=78649892427&partnerID=8YFLogxK
U2 - 10.1109/ROMAN.2010.5598640
DO - 10.1109/ROMAN.2010.5598640
M3 - Conference contribution
AN - SCOPUS:78649892427
SN - 9781424479917
T3 - Proceedings - IEEE International Workshop on Robot and Human Interactive Communication
SP - 258
EP - 263
BT - 19th International Symposium in Robot and Human Interactive Communication, RO-MAN 2010
T2 - 19th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2010
Y2 - 12 September 2010 through 15 September 2010
ER -