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.