Task-space adaptive control of robotic manipulators with uncertainties in gravity regressor matrix and kinematics

IEEE Transactions on Automatic Control - Tập 47 Số 9 - Trang 1580-1585 - 2002
H. Yazarel1, C.C. Cheah1
1School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore

Tóm tắt

Thus far, most research in adaptive control of robotic manipulators has assumed that models of regressor matrix and kinematics are known exactly. To overcome these drawbacks, we propose in this paper a task-space adaptive law for setpoint control of robots with uncertainties in gravity regressor matrix and kinematics. In addition, we investigate the stability problem when an estimated task-space velocity is used in the feedback loop. Sufficient conditions for choosing the feedback gains, gravity regressor, and Jacobian matrix are presented to guarantee the stability.

Từ khóa

#Adaptive control #Manipulators #Uncertainty #Gravity #Kinematics #Jacobian matrices #Stability #Programmable control #Robot control #Feedback loop

Tài liệu tham khảo

10.1109/70.833185 10.1017/S0263574799001198 10.1109/70.760361 10.1109/ROBOT.1996.506561 10.1109/3516.828588 miyazaki, 1990, robustness of sensory feedback control based on imperfect jacobian, Robotic Research Fifth Int Symp, 201 10.1002/(SICI)1097-4563(199902)16:2<119::AID-ROB5>3.0.CO;2-J 10.1109/ROBOT.1998.681027 10.1109/CDC.2000.912329 cheah, 2000, approximate jacobian feedback control of robotic manipulators and its passability at singular points, Proc Int Conf Control Automation Robotics Vision 10.1109/9.121624 10.1109/70.210803 arimoto, 1996, Control Theory of Nonlinear Mechanical Systems&#x2014 A Passivity-Based and Circuit-Theoretic Approach 10.1017/S0263574700017446 10.1109/9.701091 10.1177/027836499701600505 10.1109/70.86088 10.1115/1.3139651 10.1109/9.14411 10.1109/TRA.2002.1019473