Abstract For mobile robots in uncertain and complex environments, a single sensor obtains set of environmental information, creates maps with low accuracy, is easily disturbed by external factors, collides obstacles the navigation process. In this paper, we propose depth camera LiDAR fusion map building method, which firstly collects data using on board robot, then preprocesses collected radar ...