Abstract: For the varieties of motion models of maneuvering target,CA model and the CV model are set up.Target trajectory is tracked with the variable dimension kalman filter(VD) alogorithm.The computer simulation results show that the accuracy of maneuvering target tracking can be remarkablely improved by using this algorithm.