Title :
Combining Autonomous Exploration, Goal-Oriented Coordination and Task Allocation in Multi-UAV Scenarios
Author :
Rasche, Christoph ; Stern, Claudius ; Richert, Willi ; Kleinjohann, Lisa ; Kleinjohann, Bernd
Author_Institution :
C-Lab., Univ. Paderborn, Paderborn, Germany
Abstract :
Successful rescue operations after big accidents or natural disasters require a fast and efficient overview of the overall situation. With recent advances, unmanned aerial vehicles (UAVs) are more and more a viable choice under such circumstances.With the number of employed UAVs, the problem of coordination arises as well as proper task allocation among possibly heterogeneous UAVs. This paper presents a hybrid approach for UAV coordination and covers the exploration of unknown terrains as well as goal-oriented coordination and simultaneous task allocation. The approach combines the simplicity of the gradient method with informed A* search and supports prioritized task assignment. The system is suited for highly dynamic environments requiring frequent path recalculations.
Keywords :
aerospace robotics; geophysical prospecting; gradient methods; path planning; remotely operated vehicles; search problems; space vehicles; autonomous exploration; goal-oriented coordination; gradient method; multiUAV scenarios; path planning; task allocation; task assignment; unmanned aerial vehicles; Accidents; Computational efficiency; Gradient methods; Humans; Navigation; Path planning; Runtime; Space exploration; Unmanned aerial vehicles; Vehicle dynamics; Coordination; Exploration; Multiple UAV; Path planning;
Conference_Titel :
Autonomic and Autonomous Systems (ICAS), 2010 Sixth International Conference on
Conference_Location :
Cancun
Print_ISBN :
978-1-4244-5915-5
DOI :
10.1109/ICAS.2010.16