A advanced adap tive extended kalman filtering is achieved,which combine keeping a constant propulsion velocity angle with current statisticalmodel for nonlinearmaneuvering target based on acceleration. The simulation results indicate the algorithm has better performance on not only for straightaway tracks but also curve motion.