Title :
GPGPU accelerated potential field based autonomous air refueling approach for UAVs
Author :
Cetin, Omer ; Yilmaz, Gurkan
Author_Institution :
Aeronaut. & Space Technol. Inst., Turkish Air Force Acad., Istanbul, Turkey
Abstract :
In this study autonomous air refueling approach will be discussed and the aim of the paper to extend the endurance of an Unmanned Aerial Vehicle by performing air refueling task with minimal human support. One of the major components of the air refueling is autonomous navigation and path planning algorithms. Potential field based autonomous air refueling path planning approach will be designed in this study and the simulation results will be introduced. Another factor for the air refueling is rapid change manner dynamic environment conditions. This factor brings computational complexities of the potential fields. To solve computational bottlenecks, the parallel computation techniques are applicable in real time applications. Today one of the major parallel computing platforms are Graphic Processor Units with the General Purpose Programming support. By using GPGPU capabilities, accelerated potential field based autonomous air refueling approach for the Unmanned Aerial Vehicles is designed and simulation results successfully shared with this study.
Keywords :
aerospace computing; autonomous aerial vehicles; computational complexity; control engineering computing; graphics processing units; parallel processing; path planning; GPGPU; UAV; autonomous navigation; general purpose programming; graphic processor units; parallel computation techniques; parallel computing platforms; potential field based autonomous air refueling path planning approach; potential field computational complexity; rapid change manner dynamic environment conditions; unmanned aerial vehicle; Clocks; Equations; Force; Mathematical model; Path planning; Receivers; Vectors; Autonomous Air Refueling; GPGPU; Potential Fields;
Conference_Titel :
Unmanned Aircraft Systems (ICUAS), 2013 International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4799-0815-8
DOI :
10.1109/ICUAS.2013.6564699