Title :
Automatic landing for fixed-wing UAV using stereo vision with a single camera and an orientation sensor: A concept
Author :
Sereewattana, Montika ; Ruchanurucks, Miti ; Rakprayoon, Panjawee ; Siddhichai, Supakorn ; Hasegawa, Shoichi
Author_Institution :
Dept. of Electr. Eng., Kasetsart Univ., Bangkok, Thailand
Abstract :
This paper presents concepts and some experiment on UAV automatic landing on any flat area without prior knowledge of (detachable) markers´ positions. The process consists of two key notions. First, the UAV approximates 3D positions of four color markers using a single camera stereoscopic scheme. In other words, the aircraft flies and captures images of ground to create depth map of the four markers. Second, it relies on a pose estimation algorithm (here, Homography) to approximate rotational and, especially, translational information between air to ground. What is novel in this concept is z-coordinate of markers on ground can always be normalized based on our kinematic chain. Thus, homography can be used. Additionally, depth estimation using stereo vision with a camera is shown in experimental result. Furthermore, the whole process is also possible without GPS data, which might post problem in some certain situations, e.g. inadequate positioning accuracy for small landing area, or unreliability during warfare.
Keywords :
aircraft landing guidance; attitude control; autonomous aerial vehicles; cameras; pose estimation; position control; robot vision; stereo image processing; 3D positions; UAV automatic landing; aircraft; color markers; depth estimation; depth map; fixed-wing UAV; homography; kinematic chain; orientation sensor; pose estimation algorithm; rotational information; single camera stereoscopic scheme; stereo vision; translational information; unmanned aerial vehicle; z-coordinate; Aircraft; Calibration; Cameras; Global Positioning System; Image color analysis; Three-dimensional displays; Transmission line matrix methods;
Conference_Titel :
Advanced Intelligent Mechatronics (AIM), 2015 IEEE International Conference on
Conference_Location :
Busan
DOI :
10.1109/AIM.2015.7222504