Practical Nonlinear Filtering of Discrete Observations by Generalized Least Swuares Approximation of the Conditional Probability Distribution

摘要

The requirements for practical implementation of recursive filtering algorithms are discussed. A generalization of standard least squares approximation is used to produce a versatile tool for designing practical recursive filtering algorithms. (Author)