Nonlinear Estimation by Online Computation of Bayesian Acoustics

摘要

Bayes' rule is directly applied to estimation through noisy nonlinear measurements in real systems with an on-line computer to implement numerical computation of conditional probability distributions and their statistics. A linearization which summarizes the operations of nonlinear measurement followed by Bayes' computation of conditional statistics is presented. Algorithms for recursive estimation are described.