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This paper presents a stability criterion for 2-D discrete systems. The proposed stability criterion is based on LMI (linear matrix inequality), and hence, it is computationally tractable. Furthermore, it is less conservative than the existing LMI-based conditions. In deriving the stability criteriton, finite-order Fourier series approximation of the solution for frequency-dependent LMI plays a key role. A numerical example is also studied.