Unitary Transform Subspace Rotation (TSR) method is a high resolution and computation efficiency array signal processing. By using the centro-Hermitian matrix technique, TSR can be performed in terms of real-valued processed. It can be applicable to many problems such as steering vector and its corresponding signal estimation. Unitary TSR contains forward-backward data average, that is the reason leading to an improved performance compared to the other algorithms.