Abstract: By using blind signal separation rather than resort to multidimensional search, an algorithm for DOA estimation of coherently distributed signals is given, which is applicable for circumstance where coherently distributed sources with different angular signal density coexist and is not limited to uniform linear array. Numerical results show that performance threshold of distributed parameter is present and performance of DOA estimation is insensitive to distributed parameters of other sources.