Aimed at the precision and real-time quality of the track association problem for High-speed aerospace vehicle, by using the link of coarse association and precision association, an improved fuzzy inference algorithm is proposed, in which both attribute parameters and location parameters are considered. This algorithm is better than the traditional algorithm based on statistical theory in the speed of track association processing. The simulation result shows the validity of the algorithm.