Title :
Role-based path planning and task allocation with exploration tradeoff for UAVs
Author :
Rasche, Christoph ; Stern, Claudius ; Kleinjohann, Lisa ; Kleinjohann, Bernd
Author_Institution :
Dept. of Comput. Sci., Univ. of Paderborn, Paderborn, Germany
Abstract :
After large accidents or natural disasters a fast and efficient retrieval of injured is required. With recent advances, unmanned aerial vehicles (UAVs) are more and more a viable choice under such circumstances. The problem of coordination arises with the number of employed UAVs as well as proper task allocation among possibly heterogeneous UAVs. In this work a hybrid approach for UAV coordination and task allocation is presented. It covers the exploration of unknown terrains as well as role-based, goal-oriented path planning and simultaneous task allocation. The approach uses a role system to support prioritized task assignment and an informed search algorithm to find consistent trajectories to known goal positions. The system is suited for highly dynamic environments, requiring frequent recalculations.
Keywords :
aerospace robotics; disasters; geophysical prospecting; path planning; position control; remotely operated vehicles; search problems; UAV; role based path planning; task allocation; terrains exploration; unmanned aerial vehicle; Equations; Harmonic analysis; Mathematical model; Navigation; Path planning; Resource management; Unmanned aerial vehicles; Coordination; Exploration; Multiple UAV; Path planning; Task allocation;
Conference_Titel :
Control Automation Robotics & Vision (ICARCV), 2010 11th International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-7814-9
DOI :
10.1109/ICARCV.2010.5707317