An adaptive robot controller is proposed to achieve a contacting task with
an unknown environment, while the robot is visually guided. Since the propo
sed controller has on-line estimators for the parameters of the camera-mani
pulator system and the unknown constraint surface, the controller needs no
a priori knowledge besides the manipulator kinematics. Experimental results
validate the proposed scheme.