Popis:
The seminar will deal with particle filtering in estimation and decision making. The aspects significant for the particle filter application will be discussed with a special focus on application of the filter in parameter estimation. Also specification of the sampling density and the sample size which represent crucial design parameters of the particle filter will be treated.