DocumentCode
2705578
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
fYear
2008
fDate
21-24 April 2008
Firstpage
1
Lastpage
5
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/ICIT.2008.4608437
Filename
4608437
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