This report presents a model for tracking manoeuvring objects based on recurrent restrictive estimation and prediction procedures. One of the principal problems in statistical estimation is how to take into account various forms of prior information on unknown parameters. The proposed mathematical techniques make it possible to introduce into recurrent estimation, tracking and prediction procedures a large amount of prior information of different kinds.


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