I. Introduction
In the last couple of years, the quad-rotor helicopter has be-come popular Unmanned Aerial Vehicle (UAV) platform [1], , , , [5]. Comparing to the conventional helicopter, it is essentially simpler to build and control. Today, there are many useful applications such as surveillance, rescue, and so on [3], , [5]. Therefore, it is essential to autonomously control its motion with accuracy.