DocumentCode :
722936
Title :
Monocular image parameter-based aircraft sense and avoid
Author :
Peter, Bauer ; Balint, Vanek ; Tamas, Peni ; Anna, Futaki ; Borbala, Pencz ; Akos, Zarandy ; Jozsef, Bokor
Author_Institution :
Inst. for Comput. Sci. & Control, Budapest, Hungary
fYear :
2015
fDate :
16-19 June 2015
Firstpage :
630
Lastpage :
637
Abstract :
This paper deals with the problem of monocular image parameter-based sense and avoid. It considers image parameters as decision variables and selects decision thresholds related to collision and non-collision scenarios. The main contri- bution is non-heuristic threshold selection. Another contribution is the characterization of possible intruder threats with size- speed curves given in closed form formulae. This makes it possible to avoid the use of lookup tables. The overall decision and avoidance concept is evaluated in a software-in-the-loop simulation campaign considering threats ranging from small UAV to large airliner. The miss detection rate of the method is zero which is an excellent result, however the false alarm rate is high. The causes of this are pointed out and targeted as further developments. Finally, promising results are presented executing the method for real camera images.
Keywords :
aircraft; autonomous aerial vehicles; collision avoidance; mobile robots; robot vision; telerobotics; Aerosonde UAV; closed form formulae; decision thresholds; decision variables; false alarm rate; miss detection rate; monocular image parameter-based sense and avoid; nonheuristic threshold selection; possible intruder threat characterization; size-speed curves; software-in-the-loop simulation; unmanned aerial vehicles; Aircraft; Atmospheric modeling; Cameras; Collision avoidance; Delays; Mathematical model; Turning; Image parameter; Monocular camera; Sense and avoid; Test campaign; Threshold selection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control and Automation (MED), 2015 23th Mediterranean Conference on
Conference_Location :
Torremolinos
Type :
conf
DOI :
10.1109/MED.2015.7158817
Filename :
7158817
Link To Document :
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