Agile Bayesian filtering

A novel nonlinear filtering approach, the agile Bayesian filter, is presented in this paper. Its design is directly based on the Bayesian filtering paradigm, a framework particularly useful for development of nonlinear filters. Compared to some existing filters, the agile Bayesian filter is less reliant on the Gaussian distribution approximations, the use… CONTINUE READING