To estimate probability density function(PDF) of the target state based on samples,a new Expectation Conditional Maximization Either(ECME) algorithm is introduced and embedded in the SPF.

• 为了根据样本估计目标状态的概率分布；提出了一种新的ECME算法；并嵌入到t-分布粒子滤波器中.