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In this paper we investigate the method for controlling the chaotic Chen system with unknown parameters usinglinear feedback functions based on parameter identification. The observer is applied to the identification of the unknownparameters of Chen system. Then an efficient feedback function is designed for controlling the Chen system. Numericalsimulations are provided to show the effectiveness and feasibility of the developed controller.