Degeneracy phenomenon is a main disadvantage to particle filter application, common re-sampling methods can resolve degeneracy phenomenon, but the sample impoverishment is deduced.

• 摘要退化现象是粒子滤波算法应用中的一个主要问题，常规的再采样方法虽可解决退化问题，但容易导致粒子耗尽。