“…In this case generally use linear and angular velocities of the robot (Fierro & Lewis, 1997; Fukao et al, 2000) or torques (Rajagopalan & Barakat , 1997; Topalov et al, 1998) as an input control vector [2]. The most authors determine the problem of mobile robot stability using nonlinear backstepping algorithm (Tanner & Kyriakopoulos, 2003) with steady parameters (Fierro & Lewis, 1997), or with the known functions (Oriollo et al, 2002) [1][2][3][4][5][6]. Other goals at the control architectures, the hybrid of the kinematic control, and the dynamic controller, the neural network controller, is proposed as some trajectory tracking methods [3].…”