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Based on the linear matrix inequality (LMI)method, this paper discusses the impulse dissipative problem for a class of singular systems with uncertainties under the description of state-space, and obtains the robust impulse dissipative state feedback controller and output feedback controller for singular systems with allowable uncertainties by solving the linear matrix inequalities. At last, we testify the feasibility of our results by a numerical example.