A method of controlling LGV through real time pose detection is proposed in this paper. That is to deduce first LGV's instant pose (indicated by angle deviation α and distance deviation D) from the information from the laser receiver，then control the two driving wheels' speed. The experiment results in new prototype indicate that the above method improves LGV's travel precision obviously，and is expected to be used in real LGV.