We consider the problem of stabilization of a given position of a transport crane trolley under the presence of uncertainties in model. To reduce the payload oscillations, we form a trajectory as the sum of the sigmoid function and the integral of the angular coordinate. The developed trajectory is tracked using the control law, where we also apply the sigmoid function.