I. Introduction
To autonomously flying a robot from a location toward the desired location is without the constant human supervise. This is very difficult tasks for the robot itself having the sensing systems like human being. Hence, this ability is important to be implementing on the flying robot, known as sensing unit. This ability can be used to provide information through implement the sensors on the flying robot. Then, an on-board computer will compute the data acquired online or offline to perform autonomous navigation. However, developing such systems is more difficult and complex than the ground-based robot. The limitation on the flying robot platform is increasing the difficulties. Most of the method proposed by the authors is successes in ground-based robots with complex kinematics. Those ground-based robot is operates under higher frequency, higher power consumption and higher in payload capacity. Meanwhile the operation for flying robot is limited in high frequency, power consumption and limited in payload capacity. To overcome the limitations, sensors that operate in lower power consumption, small in size are chosen by others authors.