Sample impoverishment phenomenon is a main handicap to particle filter application, especially in those cases to estimate the parameter that remains constant for a long time.

• 摘要样本贫化现象是应用粒子滤波算法的一个主要障碍，对估计长时间维持不变量的影响尤为严重。