Figure 4: The encoder shown in (a) is used to measure the linear velocity and simulate the acceleration for the robot. The electrical compass shown in (b) is applied to measure the angular velocity of the robot. As shown in (c), the camera with wide angle lens is the additional measurement sensor. The three sensors are combined to estimate the localization of targets.