A generalized Kalman filter with repeated linearization and its use in navigation over geophysical fields

A suboptimal nonlinear filtering algorithm is proposed where the generalized Kalman filter is repeatedly used with linearization of measurements in a number of points and averaging the resultant estimates. The use of this approach is illustrated with determination of the vehicle coordinates from measurements of geophysical fields.