It is the topic for data process researchers and technicians to improve the trajectory dataprocessing precision of vehicle with complicated properties in atmosphere. By virtue of the existing data fusion theory, and combing with the motion features of maneuver vehicle in atmosphere, this paper presented a data fusion algorithm based on a piecewise cublic Bspline function. Simulation & real experiments show that the algorithm can improve dataprocessing precision remarkably in relative dataprocessing projects.