It relies on (1) the empirical mathematical models of Ar. Drone’s XY local coordinate motion with respective to the identified target to be tracked, and (2) PD controllers’ design based on pole-assignment principle to stabilize the quad rotor around the target (stationary and/ or moving) on the ground.