DocumentCode
2584802
Title
Wall inspection control of a VTOL unmanned aerial vehicle based on a stereo optical flow
Author
Lippiello, Vincenzo ; Siciliano, Bruno
Author_Institution
PRISMA Lab., Univ. degli Studi di Napoli Federico II, Naples, Italy
fYear
2012
fDate
7-12 Oct. 2012
Firstpage
4296
Lastpage
4302
Abstract
An autonomous wall inspection control based on a stereo optical flow, suitable for unmanned aerial vehicles endowed with a stereo vision system, is proposed in this paper. The inspection task consists of simultaneously controlling the inspection velocity along the surface, the relative yaw angle between the vehicle and the observed plane, as well as the orthogonal distance. A virtual spherical camera is considered at the center of gravity of the vehicle. Then, a stereo optical flow, as if it had been acquired by the virtual camera, is generated from the visual data provided by the stereo vision system. The 3D visual measurements are also employed to estimate the relative position and orientation of the observed plane. Hence, the absolute vehicle velocity is estimated by using a robust translational average optical flow by integrating the total stereo flow. Finally, an inspection control and a hovering control are proposed. The effectiveness of the described approach has been demonstrated with a dynamic simulation in an environment composed of two adjacent walls.
Keywords
aerospace computing; aircraft control; automatic optical inspection; autonomous aerial vehicles; cameras; computer vision; control engineering computing; image sequences; motion estimation; position control; robust control; stereo image processing; virtual reality; 3D visual measurements; VTOL unmanned aerial vehicle; absolute vehicle velocity; adjacent walls; autonomous wall inspection control; dynamic simulation; hovering control; inspection task; inspection velocity control; observed plane; orientation estimation; orthogonal distance; relative position estimation; relative yaw angle; robust translational average optical flow; stereo optical flow; stereo vision system; unmanned aerial vehicles; virtual camera; virtual spherical camera; visual data; Cameras; Estimation; Inspection; Optical imaging; Vehicle dynamics; Vehicles; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems (IROS), 2012 IEEE/RSJ International Conference on
Conference_Location
Vilamoura
ISSN
2153-0858
Print_ISBN
978-1-4673-1737-5
Type
conf
DOI
10.1109/IROS.2012.6385514
Filename
6385514
Link To Document