abstract:Sample matrix inversion (or direct matrix inversion) is an algorithm that estimates weights of an array (adaptive filter) by replacing the correlation matrix Ru with its estimate. Using K samples x(k), k=1,2,\dots,K-1, an unbiased estimate of Ru, the correlation matrix of the array signals, may be obtained by means of a simple averaging scheme: