Estimation of unknown noise statistics quantity and estimation of signal states are alternatively done, this method is applied to GPS positioning, Computer simulation shows the approach is efficient.

• 将未知噪声统计量的估计与信号状态估计交替进行的算法引入GPS定位，计算机模拟结果表明效果很好。