Title :
3D path planning and stereo-based obstacle avoidance for rotorcraft UAVs
Author_Institution :
CSIRO ICT Centre, Pullenvale, QLD
Abstract :
We present a synthesis of techniques for rotorcraft UAV navigation through unknown environments which may contain obstacles. D* Lite and probabilistic roadmaps are combined for path planning, together with stereo vision for obstacle detection and dynamic path updating. A 3D occupancy map is used to represent the environment, and is updated online using stereo data. The target application is autonomous helicopter-based structure inspections, which require the UAV to fly safely close to the structures it is inspecting. Results are presented from simulation and with real flight hardware mounted onboard a cable array robot, demonstrating successful navigation through unknown environments containing obstacles.
Keywords :
collision avoidance; helicopters; stereo image processing; 3D occupancy map; 3D path planning; autonomous helicopter-based structure inspections; cable array robot; dynamic path updating; obstacle detection; probabilistic roadmaps; rotorcraft UAV navigation; stereo data; stereo vision; stereo-based obstacle avoidance; unmanned aerial vehicle; Cameras; Inspection; Path planning; Planning; Sensors; Three dimensional displays; Unmanned aerial vehicles; UAV; autonomous helicopter; obstacle detection; path planning; power line inspection; stereo vision;
Conference_Titel :
Intelligent Robots and Systems, 2008. IROS 2008. IEEE/RSJ International Conference on
Conference_Location :
Nice
Print_ISBN :
978-1-4244-2057-5
DOI :
10.1109/IROS.2008.4650775