Accurate model and noise statistics are required in many tracking algorithms in existence based on the traditional Kalman filter which can't be satisfied in engineering application. In this paper an improved Kalman filter considering the inaccuracy in the filter's initial condition is presented, and by introducing velocity measurement, the method of the location with two coordinates to space target is given. Finally, a computer simulation shows the algorithm can help to lower the requirement of model's accuracy and is practical.