Title :
3D Vision-based Navigation for Indoor Microflyers
Author :
Beyeler, Antoine ; Zufferey, Jean-Christophe ; Floreano, Dario
Author_Institution :
Lab. of Intelligent Syst., Ecole Polytechnique Federale de Lausanne
Abstract :
Fully autonomous control of ultra-light indoor airplanes has not yet been achieved because of the strong limitations on the kind of sensors that can be embedded making it difficult to obtain good estimations of altitude. We propose to revisit altitude control by considering it as an obstacle avoidance problem and introduce a novel control scheme where the ground and ceiling is avoided based on translatory optic flow, in a way similar to existing vision-based wall avoidance strategies. We show that this strategy is successful at controlling a simulated microflyer without any explicit altitude estimation and using only simple sensors and processing that have already been embedded in an existing 10-gram microflyer. This result is thus a significant step toward autonomous control of indoor flying robots.
Keywords :
aircraft control; collision avoidance; microrobots; mobile robots; motion control; navigation; robot vision; 3D vision-based navigation; altitude control; autonomous ultra-light indoor airplanes control; indoor flying robots; indoor microflyers; obstacle avoidance; translatory optic flow; vision-based wall avoidance; Aircraft navigation; Airplanes; Automatic control; Cameras; Image motion analysis; Optical control; Optical noise; Optical sensors; Robot sensing systems; Robotics and automation;
Conference_Titel :
Robotics and Automation, 2007 IEEE International Conference on
Conference_Location :
Roma
Print_ISBN :
1-4244-0601-3
Electronic_ISBN :
1050-4729
DOI :
10.1109/ROBOT.2007.363170