Title :
Task-priority based task allocation of multiple UAVs with resource constraint
Author :
Biwei Tang ; Zhanxia Zhu ; Hyo-Sang Shin ; Tsourdos, Antonios
Author_Institution :
Sci. & Technol. on Astronaut. Flight Dynamics Lab., Northwestern Polytech. Univ., China
Abstract :
We propose a task allocation approach that combines the task´s priority with a two-stage coalition formation algorithm in the context of multiple UAVs attacking multiple tasks. During the stage of forming a coalition for a task, the resource constraint of the coalition and resource depletion of a UAV are taken into consideration. When multiple UAVs are assigned to attack a complex task, it is reasonable to require those UAVs to simultaneously arrive at the task. In this paper, we develop a simultaneous arrival mechanism based on Dubins curves. Finally, we have conducted some simulation experiments to investigate the flexibility and applicability of the proposed approach.
Keywords :
autonomous aerial vehicles; position control; Dubins curves; multiple UAV; resource constraint; simultaneous arrival mechanism; task priority; task-priority based task allocation; two-stage coalition formation algorithm; Complexity theory; Linear programming; Manufacturing; Mathematical model; Monte Carlo methods; Radio frequency; Resource management; Coaltion formation; Dubins curve; simultaneous arrival; task allocation; task priority;
Conference_Titel :
Control and Automation (MED), 2015 23th Mediterranean Conference on
Conference_Location :
Torremolinos
DOI :
10.1109/MED.2015.7158722