Title :
An approach of manipulator control for service-robot FISR-1 based on motion imitating
Author :
Yu, L.B. ; Cao, Q.X. ; Xu, X.W.
Author_Institution :
Res. Inst. of Robot., Shanghai Jiao Tong Univ., Shanghai
Abstract :
According to other expertspsila researches, it is necessary for the motion of service-robot manipulator should either be anticipated or be familiar to people. In order to realize this prospect, we propose that service-robot should imitate the motion of manipulator taught by people. In this paper we use the prototype of dual arm mobile service-robot FISR-1 (family intelligent service robot-1) to study the approach of manipulator control for motion imitating. The motion FISR-1 should imitate is using its right arm to touch a block on a table. In order to make FISR-1 touch a new positioned block with an imitative motion, the approaches suggested by other researches before are not appropriate. So a new approach is proposed based on these approaches. The robot extracts joints value for sample motion with Hidden Markov Model (HMM) from original demonstrative motion first, and then the robot creates a new motion based on the sample motion according to keep the trajectory of each joint similar. Simulations are presented to illustrate the validity of this approach.
Keywords :
hidden Markov models; learning (artificial intelligence); manipulator kinematics; motion control; position control; service robots; FISR-1 robot; Family Intelligent Service Robot-1; demonstrative motion; dual arm mobile service robot; hidden Markov model; joint trajectory; joint value extraction; manipulator control; motion imitation; motion learning; Automatic control; Hidden Markov models; Humans; Intelligent robots; Kinematics; Manipulators; Mobile robots; Motion analysis; Motion control; Robotics and automation; Service-robot; manipulator control; motion imitating;
Conference_Titel :
Industrial Technology, 2008. ICIT 2008. IEEE International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-1705-6
Electronic_ISBN :
978-1-4244-1706-3
DOI :
10.1109/ICIT.2008.4608437