This paper considers a decentralized control problem of dicrete LTI systems which have time delay between interconnections. This paper provides sufficient conditions for the decentralized controller to exist as a H$infty$ disturbance attenuation ${gamma}$ of a scaled system and shows that the controller can be designed by using the discrete standard $H_{infty}$ control theory.