The method utilizes fuzzy control theory to obtain the appropriate steer angle through posture errors consisted of position error orientation error by selecting optimal parameter of fuzzy logic controller. The kinematic model of differential-drive AGV is presented in order to simulate the robustness of the controller. The proposed schemes have been implemented in both simulation and experimentations with a real AGV platform, and the results provide satisfactory tracking performance for the vision-based navigation of AGV read more..