The fuzzy controller design for complex single-input-single-output systems is resented. Fuzzy model of non-linear system is constructed by dynamic charactics, local state feedback controllers are designed by parallel compensation method. Improved robustness and tracking performance are obtained with global fuzzy controller constructed by a seamless integration of fuzzy-model-based control and sliding model control. Sliding mode control is introduced to guarantee stability of the proposed non-linear system.