Gradient based adaptive trajectory tracking control for mobile robots

This paper presents a classical approach to model reference adaptive control for trajectory tracking problem. Gradient based or MIT rule adaptation technique was applied to the well known trajectory tracking controller and the mathematical model of that adaptation is presented. The proposed solution is compared to the controller without adaptation and to the feedback linearisation based controller. In both simulation and experimental environments the effectiveness of the proposed adaptive controller is shown and its use justified.