A globally convergent adaptive control scheme for robot motion control
with the following features is proposed. First, the adaptation law po
ssesses enhanced robustness with respect to noisy velocity measurement
s. Second, the controller does not require the inclusion of high gain
loops that may excite the unmodeled dynamics and amplify the noise lev
el. Third, we derive for the unknown parameter design a relationship b
etween compensator gains and closed-loop convergence rates that is ind
ependent of the robot task. A simulation example of a two-DOF manipula
tor features some aspects of the control scheme.