Abstract: For avoidance of a fixed obstacle, an intelligent control algorithm is put forward based on somepre-determined positions along the running way. The positions are defined as sub-goals in the algorithm. The robot is driven through these sub-goals with a position controller. Simulation results show that the wheeled mobile robot can reach the final goal smoothly controlled by the designed controller