Title :
Utilization of terrain elevation map in SLAM for unmanned aircraft
Author :
Youngjoo Kim ; Hyochoong Bang
Author_Institution :
Dept. of Aerosp. Eng., Korea Adv. Inst. of Sci. & Technol., Daejeon, South Korea
Abstract :
An approach to vision-based navigation system for autonomous navigation of unmanned aircraft with use of terrain elevation map is addressed. We considered simultaneous localization and mapping (SLAM) algorithm to be the system to which the digital terrain elevation data (DTED) is merged. The proposed algorithm acquires range measurement by line-of-sight (LOS) intersection and provides it to the SLAM algorithm. Simulation study verifies that the proposed method can estimate absolute position of unmanned aircraft even for the case that the features are not on the surface of the DTED. The uses of DTED makes the SLAM algorithm more feasible for airborne applications.
Keywords :
SLAM (robots); aircraft control; autonomous aerial vehicles; distance measurement; navigation; robot vision; DTED; LOS intersection; SLAM algorithm; airborne application; autonomous navigation; digital terrain elevation data; line-of-sight intersection; range measurement; simultaneous localization and mapping; terrain elevation map; unmanned aircraft; vision-based navigation system; Aircraft navigation; Cameras; Level measurement; Simultaneous localization and mapping; Terrain mapping; Vehicles; digital terrain elevation data; line-of-sight; simultaneous localization and mapping; vision-based navigation;
Conference_Titel :
Automation, Robotics and Applications (ICARA), 2015 6th International Conference on
Conference_Location :
Queenstown
DOI :
10.1109/ICARA.2015.7081125