Spatial-smoothing Transformed Subspace Rotation (TSR) method is applied in the coherent signal's direction-of-arrival (DOA) estimation, which can preserve the advantages of TSR, such as lower computational complexity and auto-paring. Both 1-D and 2-D computer simulation results present a satisfied performance.