This study investigates the mean square asymptotic stability problem for a networked discrete-time control system with random modeled measurement and actuation delays. The design process of the delay-dependent observer and controller is conducted to determine system stability. The gain matrices of the observer and controller are both solved according to the Lyapunov method and obtained by solving linear matrix inequalities. Finally, a simulated example is applied to illustrate the validity of the theoretical outcomes.