The invention designs a pose estimation method with UWB positioning and coder fusion on the basis of graph optimization. According to the method, UWB positioning and coder fusion are adopted to estimate the pose of a robot, the estimation accuracy of the pose of the robot is high, a calculation quantity is low, and real-time calculation can be carried out on a chip used by a general mobile phone.