DocumentCode :
2121001
Title :
Research of UAVs cooperative tasks assignment model
Author :
Pan Feng ; Zhang Zhe ; Zhang Rui ; Long Ting
Author_Institution :
Sch. of Autom., Beijing Inst. of Technol., Beijing, China
fYear :
2010
fDate :
29-31 July 2010
Firstpage :
1757
Lastpage :
1762
Abstract :
The multiple Unmanned Combat Aerial Vehicles (UAVs) tasks allocation, studied in the paper, is a complex assignment problem which requires allocating UAVs to targets to complete various tasks. The challenges is not only the potential dimensional explosion when the scenarios become more complicated and the size of problems increases, but also the constraints handling which is a specific characteristic compared with other scheduling or assignment problems. In this paper, A cooperative assignment model for UAVs tasks allocation is proposed and a “separation for sorting” strategy is introduced. The proposed model can effectively deal with various constraints, including the constraints expressed by nature language, and is flexible and effective enough to be combined with kinds of computation intelligence algorithms. Various scenarios with different dimension and non-stationary scenarios are studied by numerical experiments. Results illustrate that it can efficiently achieve the optima and demonstrate the effectiveness.
Keywords :
aircraft control; constraint handling; cooperative systems; military aircraft; mobile robots; remotely operated vehicles; UAV cooperative tasks assignment model; computation intelligence algorithms; constraints handling; potential dimensional explosion; separation for sorting strategy; unmanned combat aerial vehicles tasks allocation; Algorithm design and analysis; Computational intelligence; Computational modeling; Electronic mail; Resource management; Sorting; Unmanned aerial vehicles; Computational Intelligence Algorithm; Multiple Unmanned Combat Aerial Vehicles(UAVs); Separation for Sorting; Task Assignment;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference (CCC), 2010 29th Chinese
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-6263-6
Type :
conf
Filename :
5573958
Link To Document :
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