Title :
A cooperative approach to multiple UAVs searching for moving targets based on a hybrid of virtual force and receding horizon
Author :
Xiao, Xiao ; Dong, Zhuoning ; Wu, Jiang ; Duan, Haibin
Author_Institution :
Sch. of Autom. Sci. & Electr. Eng., BeiHang Univ., Beijing, China
Abstract :
This paper addresses the problem of multiple Unmanned Aerial Vehicles (UAVs) cooperative searching for several moving targets with a hybrid method, which is named VFRH. This method is a combination of the virtual force method and the receding horizon method. Its main idea is that the virtual force method is used to help the receding horizon method improve searching efficiencies and reduce the computational burdens. The cooperative tactics based on VFRH is subsequently proposed to make the search more effective for multiple UAVs. At last, performance of multi-UAV cooperatively searching for hidden targets based on VFRH shows the promising results.
Keywords :
aerospace computing; autonomous aerial vehicles; military computing; mobile robots; telerobotics; virtual reality; VFRH; battlefield applications; cooperative approach; horizon method; hybrid method; multiple UAV searching; receding horizon; virtual force method; Algorithm design and analysis; Force; Mathematical model; Optimization; Path planning; Search problems; Uncertainty; UAV; VFRH; cooperative search; receding horizon; virtual force;
Conference_Titel :
Industrial Informatics (INDIN), 2012 10th IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-0312-5
DOI :
10.1109/INDIN.2012.6301188