One of the main purposes of this paper is to propose a high resolution direction finding method performing particularly well under the circumstances such as correlated sensor noises, very closely spaced signal sources, and low signal-to-noise ratio(S/N), in array signal processing. Furthermore, the other is to demonstrate the superiority of the proposed method for each circumstance described above, in comparison with the methods previously developed.