Title :
Multi sensors-based approach for intention reading with soft computing techniques
Author :
Bien, Zeungnam ; Kim, Dae-Jin ; Lee, Hyong-Euk ; Park, Kwang-Hyun ; She, Haiying ; Martens, Christian ; Graser, Axel
Author_Institution :
Dept. of Electr. Eng., Korea Adv. Energy Res. Inst., Daejeon, South Korea
Abstract :
Human´s intention plays a key role in human-machine interaction as in the case of a robot serving for a handicapped person. The quality of a service robot will be much enhanced if the robot can infer the human´s intension during the interaction process. In this paper, we propose a soft computing-based technique to read a user´s intention using some multisensors-based approach. We have tested the technique by a scenario of ´serving a drink to the user´. With such force/torque or vision sensor, the robot can effectively infer the user´s intention to drink the beverage or not to drink. As an application, this intention technique is employed for building a rehabilitation robot, called KARES II, to perform various human-friendly human-robot interaction.
Keywords :
force sensors; handicapped aids; human computer interaction; intelligent robots; man-machine systems; sensor fusion; force sensor; handicapped person robot; human-friendly human-robot interaction; human-machine interaction; intelligent visual servoing; intention reading; mouth openness; multisensors-based approach; rehabilitation robot; service robot quality; soft computing techniques; vision sensor; Human robot interaction; Mobile robots; Mouth; Rehabilitation robotics; Robot sensing systems; Robot vision systems; Robotics and automation; Service robots; Systems engineering and theory; Testing;
Conference_Titel :
Fuzzy Systems, 2003. FUZZ '03. The 12th IEEE International Conference on
Print_ISBN :
0-7803-7810-5
DOI :
10.1109/FUZZ.2003.1209431