This paper is devoted to study the time delays in the control method for congested traffic. Based on the Full Velocity Difference Model, the stability analysis is performed based on general Nyquist stability criterion for the uncontrolled and controlled models which consider the time delays. The simulation results show that the proposed control scheme which considers the time delay can be competent to alleviate traffic congestion, and it could be verified by the theoretical results.