Title :
Vision-based target localization from a fixed-wing miniature air vehicle
Author :
Redding, Joshua D. ; McLain, Timothy W. ; Beard, Randal W. ; Taylor, Clark N.
Author_Institution :
Intelligent & Autonomous Syst. Group, Sci. Syst. Co., Inc., Woburn, MA
Abstract :
This paper presents a method for localizing a ground-based object when imaged from a small fixed-wing unmanned aerial vehicle (UAV). Using the pixel location of the target in an image, with measurements of UAV position and attitude, and camera pose angles, the target is localized in world coordinates. This paper presents a study of possible error sources and localization sensitivities to each source. The localization method has been implemented and experimental results are presented demonstrating the localization of a target to within 11 m of its known location
Keywords :
aircraft control; mobile robots; remotely operated vehicles; robot vision; target tracking; fixed-wing miniature air vehicle; ground-based object localization; unmanned aerial vehicle; vision-based target localization; world coordinates; Aircraft; Cameras; Coordinate measuring machines; Land vehicles; Pixel; Position measurement; Reconnaissance; Robustness; Target tracking; Unmanned aerial vehicles;
Conference_Titel :
American Control Conference, 2006
Conference_Location :
Minneapolis, MN
Print_ISBN :
1-4244-0209-3
Electronic_ISBN :
1-4244-0209-3
DOI :
10.1109/ACC.2006.1657153