A hybrid fault tolerant control scheme is proposed. A new adaptive joint unscented Kalman filter is introduced. The scheme is a combination of a robust H∞H∞ controller and Non-Singular Terminal Sliding Mode control. The proposed method is based on the simultaneous estimation of the system states and parameters. In order to show the efficiency of the proposed scheme, a simulated 3-DOF robotic manipulator is used.