TY - GEN
T1 - Real-time skill providing system using human haptic information
AU - Nozaki, Takahiro
AU - Mizoguchi, Takahiro
AU - Nakajima, Yu
AU - Ohnishi, Kouhei
PY - 2012/12/1
Y1 - 2012/12/1
N2 - Since the advance of the aging society with a falling birthrate, technical inheritance has been a serious problem. This paper proposes a method to provide a skillful motion. First, haptic data (i.e., position and force information) is acquired using a bilateral control system. Second, the acquired haptic data is divided into action components by using modal transformation. Third, position and force information in each action component are compared with recorded data concerning the skillful motion. Finally, if an operator performs motion similar to skillful motion, the recorded data is loaded to the bilateral control system. Similarity between the performed motion and the skillful motion is calculated based on dynamic programming matching algorithms. The validity of the proposed method was experimentally verified. In the experiments, the proposed method was applied for grasping motion, and the recorded skillful motion was reproduced when the operator tried to perform the skillful motion. The maximum position error was 0.072 cm.
AB - Since the advance of the aging society with a falling birthrate, technical inheritance has been a serious problem. This paper proposes a method to provide a skillful motion. First, haptic data (i.e., position and force information) is acquired using a bilateral control system. Second, the acquired haptic data is divided into action components by using modal transformation. Third, position and force information in each action component are compared with recorded data concerning the skillful motion. Finally, if an operator performs motion similar to skillful motion, the recorded data is loaded to the bilateral control system. Similarity between the performed motion and the skillful motion is calculated based on dynamic programming matching algorithms. The validity of the proposed method was experimentally verified. In the experiments, the proposed method was applied for grasping motion, and the recorded skillful motion was reproduced when the operator tried to perform the skillful motion. The maximum position error was 0.072 cm.
KW - bilateral control
KW - dynamic programming
KW - force sensation
KW - haptics
KW - master-slave robot system
KW - motion recognition
UR - http://www.scopus.com/inward/record.url?scp=84877808431&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84877808431&partnerID=8YFLogxK
U2 - 10.1109/HSI.2012.29
DO - 10.1109/HSI.2012.29
M3 - Conference contribution
AN - SCOPUS:84877808431
SN - 9780769548944
T3 - International Conference on Human System Interaction, HSI
SP - 144
EP - 151
BT - Proceedings - 5th International Conference on Human System Interactions, HSI 2012
T2 - 5th International Conference on Human System Interactions, HSI 2012
Y2 - 6 June 2012 through 8 June 2012
ER -