This paper proposes a new control law which allows the tracking trajectory of a mobile robot considering additive uncertainties. A control scheme based on linear algebra is obtained. Furthermore, the optimal controller parameters are chosen by the Monte Carlo experiment. Experimental results are shown and discussed to demonstrate the efficiency of the controller.
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