In this paper, we propose a step-out motion planning to stop robot movements from arbitrary positoin and velocity of the center of mass (COG). This method calculates the desired foot landing position to gain dynamically feasible recovery force, and generates the COG trajectory of step-out motion based on the optimal regulator for continuous inverted pendulum system.