In this paper, it is presented a nonlinear controller using a multivariable approach for the exact feedback linearization method, applied to the model of a differential driven robot operating into a two-dimensional space. The system shows an excellent performance tracking setpoints from a given path, and this provides a better control behavior compared to linear controllers, like the multivariable PI controller.