Aiming at the information fusion of GPS/SINS integrated navigation system, puts forward one kind of Kalman filtering algorithm based on measurement multi-scale preprocessing using the idea of multi-scale analysis and combining the traditional Kalman filter. Then the above method is introduced to the GPS/SINS integrated navigation system, and is validated by the practical static experiment. The experimental results show that when the method is used, the precision of every navigation parameter is improved obviously.