Nonlinear Filtering Method in Sampling

This paper reviews nonlinear filtering method and its application in sampling. From Bayesian estimation theory, the character and usage and application range of Kallman filtering and extended Kallman filtering and sigma Kallman filtering and particle filtering are analyzed. At last, this paper also discusses the foreground of developing direction with nonlinear filtering.