Sample matrix inversion (or direct matrix inversion) is an algorithm that estimates weights of an array (adaptive filter) by replacing the correlation matrix
, an unbiased estimate of
correlation matrix of the array signals, may be obtained by means of a simple averaging scheme: where
The expression of the theoretically optimal weights requires the inverse of
, and the inverse of the estimates matrix is then used for finding estimated optimal weights.