Title :
Failure tolerant teleoperation of a kinematically redundant manipulator: an experimental study
Author :
Goel, M. ; Maciejewski, A.A. ; Balakrishnan, V. ; Proctor, R.W.
Author_Institution :
Appl. Mater., Santa Clara, CA, USA
Abstract :
Teleoperated robots in harsh environments have a significant likelihood of failures. It has been shown in previous work that a common type of failure such as that of a joint "locking up," when unidentified by the robot controller, can cause considerable performance degradation in the local behavior of the manipulator even for simple point-to-point motion tasks. The effects of a failure become more critical for a system with a human in the loop, where unpredictable behavior of the robotic arm can completely disorient the operator. In this experimental study involving teleoperation of a graphically simulated kinematically redundant manipulator, two control schemes, the pseudoinverse and a proposed failure-tolerant inverse, were randomly presented under both nonfailure and failure scenarios to a group of operators. Based on performance measures derived from the recorded trajectory data and operator ratings of task difficulty, it is seen that the failure-tolerant inverse kinematic control scheme improved the performance of the human/robot system.
Keywords :
fault tolerance; man-machine systems; redundant manipulators; telerobotics; failure tolerant inverse control scheme; failure tolerant teleoperation; graphic simulation; human/robot system; joint lock-up; kinematically redundant manipulators; operator ratings; performance degradation; point-to-point motion tasks; pseudoinverse control scheme; robot controllers; robotic arms; task difficulty; teleoperated robots; unpredictable behavior; Control systems; Degradation; Delay effects; Humans; Jacobian matrices; Kinematics; Manipulators; Motion control; Robot control; Robotics and automation;
Journal_Title :
Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
DOI :
10.1109/TSMCA.2003.818462