Conventional Kalman filter(TTF) based on information fusion includes two methods—state vector fusion and measurement fusion. The conventional measurement has lower estimation error but a higher computational time. A kind of MTF model is provided which gives a better state estimation. An example is given to prove that this model has better performance and less computational time than the conventional method.