As the speed and payload of Wheeled Mobile Robots (WMRs) increases and the clearances between obstacles and docking error tolerances decreases, methods for reducing tracking errors become increasingly important for a successful application. In this paper techniques and results are presented for improved tracking control of a WMR through the generation and dynamic simulation of paths with and without curvature discontinuities