We investigate tensor-based subspace approach for angle estimation in a bistatic MIMO radar with unknown spatial colored noise. A temporal cross-correlation tensor is constructed for de-noising. The proposed method brings no virtual aperture loss and achieves more accurate angle estimation performance than the existing methods.