A method and apparatus for updating a square root matrix of a covariance matrix when sample sets are added to or removed from a received signal. When a sample set is added to the received signal, a processor augments the square root matrix to generate an updated square root matrix for future processing. When a sample set is no longer present in the received signal, the processor reduces the square root matrix to generate the updated square root matrix.