The invention relates to the technical field of
robot navigation, and discloses a
robot navigation method and device based on multi-
source data fusion, and the method comprises the steps: carrying out the fusion
processing of the multi-
source data of a
robot, obtaining the environment map of the current environment of the robot and the
pose of the robot, and obtaining the position of the robot according to the visual image data and the
laser point cloud data; obstacle information in the current environment is recognized, the optimal path of the robot from the current position to the target end point position is determined according to the environment map, the robot
pose and the obstacle information, a
motion control instruction is generated according to the optimal path, and the robot is controlled to run according to the
motion control instruction. Therefore, by implementing the method, the determination accuracy of the map and the
pose of the robot can be improved through multi-
source data fusion, the obstacle recognition accuracy is improved, and the stability, high efficiency and safety of autonomous navigation of the robot are further improved.