The distributed fusion algorithm was applied to process the fusion tracks from local ATC center, and solve the problem of the poor quality of the track on the fusion edge. Some key problems in the distributed fusion algorithm, such as error registration, tracks correlation, and tracks fusion were discussed. The proposed methods were proved to have significant improvement effects.