Title :
Optimal coverage for multiple hovering robots with downward facing cameras
Author :
Schwager, Mac ; Julian, Brian J. ; Rus, Daniela
Author_Institution :
Computer Science and Artificial Intelligence Lab (CSAIL), MIT, Cambridge, MA 02139, USA
Abstract :
This paper presents a distributed control strategy for deploying hovering robots with multiple downward facing cameras to collectively monitor an environment. Information per pixel is proposed as an optimization criterion for multi-camera placement problems. This metric is used to derive a specific cost function for multiple downward facing cameras mounted on hovering robot platforms. The cost function leads to a gradient-based distributed controller for positioning the robots. A convergence proof using LaSalle´s invariance principle is given to show that the robots converge to locally optimal positions. The controller is demonstrated in experiments with three flying quad-rotor robots.
Keywords :
Computer vision; Cost function; Distributed control; Intelligent robots; Orbital robotics; Robot kinematics; Robot vision systems; Robotics and automation; Smart cameras; USA Councils;
Conference_Titel :
Robotics and Automation, 2009. ICRA '09. IEEE International Conference on
Conference_Location :
Kobe
Print_ISBN :
978-1-4244-2788-8
Electronic_ISBN :
1050-4729
DOI :
10.1109/ROBOT.2009.5152815