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Have a look at samples/cpp/kalman.cpp which provide a prediction of a 2D position around a circle. For the documentation of the kalman filter, see here.
If you need to understand how the Kalman filter is working (what are dynamic parameters, etc.), you should Google it first! Otherwise, it will be very difficult to implement it!
