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The control algorithm is implemented on a one-leg robot and a humanoid robot. In order to verify the ZTC control method on the improvement of robot walking stability, a MATLAB simulation and COG-changing experiments were executed. The results showed ZTC is able to correct the inaccurate information from IMU to modify the robot posture as well as to improve the stability of a walking robot.