The guaranteed cost control problem is studied for a class of linear uncertain singuiar systems in the paper.Memoryless state feednback controllers based on the state observer are designed.A sufficient condition for the existence of guaranteed cost controllers is given.Under some conditions the guaranteed cost controllers of the systems can be obtained via LMI.