DocumentCode
1036668
Title
Task-independent robotic uncalibrated hand-eye coordination based on the extended state observer
Author
Su, Jianbo ; Ma, Hongyu ; Qiu, Wenbin ; Xi, Yugeng
Author_Institution
Dept. of Autom., Shanghai Jiaotong Univ., China
Volume
34
Issue
4
fYear
2004
Firstpage
1917
Lastpage
1922
Abstract
This paper proposes a standard method to approach the uncalibrated robotic hand-eye coordination problem that is system configuration- and task-independent. The unknown hand-eye relationship is first modeled as the modeling errors of a dynamic system. An extended state observer is then implemented to estimate summation of the system´s modeling error and the system´s external disturbances. With the estimation results as the compensation, the system control is accomplished from a nonlinear combination of the system state errors. A universal framework of controller design is provided for decoupled and coupled hand-eye systems of different configurations to execute dynamic tracking task.
Keywords
Jacobian matrices; compensation; nonlinear control systems; observers; robots; tracking; uncertain systems; controller design; coupled hand-eye systems; dynamic tracking task; extended state observer; system control; system external disturbances; system modeling error; system state errors; task-independent uncalibrated robotic hand-eye coordination problem; unknown hand-eye relationship; Artificial neural networks; Control systems; Humanoid robots; Intelligent robots; Jacobian matrices; Mobile robots; Nonlinear dynamical systems; Observers; Robot kinematics; State estimation; Algorithms; Artificial Intelligence; Calibration; Feedback; Humans; Image Interpretation, Computer-Assisted; Models, Biological; Movement; Ocular Physiology; Robotics; Task Performance and Analysis; Vision;
fLanguage
English
Journal_Title
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
Publisher
ieee
ISSN
1083-4419
Type
jour
DOI
10.1109/TSMCB.2004.827615
Filename
1315772
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