Doppler backscattering is a powerful diagnostic technique that is used to perform turbulence measurements in magnetic confinement devices. The effects of the perpendicular velocity distribution on a Doppler backscattering system are studied using a 2D full wave code, in which the finite-difference time-domain method is used to solve Maxwell's equations. A constant velocity and several different velocity gradients are considered, along with a wide range of density fluctuation levels. The numerical results show that the Doppler backscattering mainly occurs around the cut-off layer, and that it has a linear response to turbulence when the fluctuation level is low. However, at higher density fluctuation levels, nonlinear effects become important, and the influence of the area outside the cut-off layer becomes significant. The velocity gradient causes the backscattering spectrum to become non-Gaussian and asymmetrical; this effect has also been noticed in experiments in the Experimental Advanced Superconducting Tokamak.