In this paper, the problem of stability analysis and control synthesis of discrete-time switched systems with delayed states is addressed. Two different linear matrix inequality-based conditions are given which guarantee the existence of a switched quadratic Lyapunov function for asymptotic stability of the switched systems under consideration. The obtained linear matrix inequality conditions can also be used to solve the control synthesis problem.