A practical methodology to design controllers for Takagi-Sugeno discrete-time systems with unknown delays is proposed, based on using Linear Matrix Inequalities. More precisely, the design of discrete-time output-feedback stabilizing controllers in the presence of bounded delays is solved, when values of the disturbance attenuation and decay-rate are imposed. A numerical example is provided to illustrate the proposed approach.