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The calibration of a millimeter-wave antenna array mounted on an aircraft wing is considered. The theory and implementation of nonlinear Kalman filters, which are optimal for the desired minimum mean squared error (MMSE) criterion, are considered. Numerical results are provided for a field experiment employing a 32-element Ku-band antenna array. The implementation of the algorithms is sub-optimal...