Title :
Vision-based control of a quadrotor for perching on lines
Author :
Mohta, Kartik ; Kumar, Vipin ; Daniilidis, Kostas
Author_Institution :
GRASP Lab., Univ. of Pennsylvania, Philadelphia, PA, USA
fDate :
May 31 2014-June 7 2014
Abstract :
We formulate the position-based visual servoing problem for a quadrotor equipped with a monocular camera and an IMU relying only on features on planes and lines in order to fly above and perch on arbitrarily oriented lines. We show that we are able to compute the orientation of an arbitrarily oriented line, the speed of the robot and its position with respect to the target line using two points at a known distance on the line. The direction of the velocity is derived from optical flow induced by features on a plane in the background Finally, we demonstrate fully autonomous flight and perching using a small 230 gram quadrotor with all the computations running on the robot.
Keywords :
autonomous aerial vehicles; cameras; helicopters; image sequences; multi-robot systems; robot vision; visual servoing; IMU; arbitrarily oriented line orientation; fully autonomous flight; line prediction; microautonomous vehicles; monocular camera; optical flow; position-based visual servoing problem; quadrotor; robot position; robot speed; target line; vision-based control; Cameras; Estimation; Optical imaging; Optical sensors; Robot vision systems; Trajectory;
Conference_Titel :
Robotics and Automation (ICRA), 2014 IEEE International Conference on
Conference_Location :
Hong Kong
DOI :
10.1109/ICRA.2014.6907309