This paper considers the decentralized control problem of linear time-invariant interconnected systems with delays. A decentralized output-feedback controller to obtain both stability and performance of the interconnected system is designed using the standard $H_infty$ control theory, This paper provides sufficient conditions for such a controller to exist and provides an output feedback controller.