The Current statistical model has dealt with the problem of maneuvering target tracking in a certain extent,but its estimate of acceleration mean is not optimized,some scholars have improved the algorithm of the acceleration estimate.The paper analyses the influence of acceleration variance on tracking accuracy and makes some simulation to prove it.The result shows that the improved algorithm can obviously improved the efficiency of maneuvering target tracking,especially for high speed maneuvering target.