This paper investigates the controllability of switched linear discrete-time systems with time-delay in control function. It is proved that there exists a basic switching sequence such that the controllable set of this basic switching sequence is equal to that of the system. Based on this fact, a sufficient and necessary geometric criterion for the controllability of such systems is presented.