In this paper, new approaches are proposed for characterizing robust decentralized controllers for discrete time large scale interconnected systems. In fact, it consists on a new stabilization condition, formulated as an LMI optimization problem parameterized by a scalar, offering an additional degree of freedom. This approach is also extended to treat the dynamic output feedback .Numerical examples are given to illustrate the effectiveness of the proposed design methods.