Title :
A distributed multi-UAV path planning approach for 3D environments
Author :
Rasche, Christoph ; Stern, Claudius ; Kleinjohann, Lisa ; Kleinjohann, Bernd
Author_Institution :
Dept. of Comput. Sci., Univ. of Paderborn, Paderborn, Germany
Abstract :
During rescue scenarios it is indispensable to obtain an overview of the situation. Unmanned aerial vehicles (UAVs) can gather the necessary information in a fast and efficient way. This paper presents an approach for path planning in 3D environments offering a solution to explore disaster areas including, e. g., partially or completely destroyed buildings. Using multiple UAVs decreases the time needed to receive a complete overview if the problem of coordination and task allocation is solved. We present an approach for the use of multiple UAVs. The UAVs work in a distributed manner without any central coordination instance and cover the exploration of terrains as well as goal-oriented path planning. When using multiple UAVs redundant exploration is avoided through the use of inter-UAV-communication. The approach is based on potential fields and uses the simplicity of the gradient method to calculate paths for fast exploration of the terrain.
Keywords :
autonomous aerial vehicles; control engineering computing; distributed control; gradient methods; path planning; service robots; 3D environments; central coordination; destroyed buildings; distributed multiUAV path planning approach; goal-oriented path planning; gradient method; interUAV-communication; multiple UAV redundant exploration; task allocation; unmanned aerial vehicles; Approximation methods; Equations; Harmonic analysis; Mathematical model; Octrees; Path planning; Three dimensional displays; Coordination; Exploration; Multiple UAV; Path planning;
Conference_Titel :
Automation, Robotics and Applications (ICARA), 2011 5th International Conference on
Conference_Location :
Wellington
Print_ISBN :
978-1-4577-0329-4
DOI :
10.1109/ICARA.2011.6144847