This thesis presents a controller design for discrete-time Takagi-Sugeno (T-S) fuzzy system using a fast output sampling (FOS) technique based on discrete sliding-mode control (SMC). The reaching law is a differential equation which specifies the dynamics of a sliding surface function . The system states are unknown and we have no need to construct the observers or dynamic compensators to estimate system states. This method dose not need the system states for feedback as it make use of only the output samples for designing the controller. We will design a FOS SMC control law to ensure the system trajectories can satisfy with the reach law. It is more practical and simple to implement. Simulation results are presented to demonstrate the feasibility of the proposed control scheme.