DocumentCode :
2308442
Title :
Fuzzy controller for UAV-landing task using 3D-position visual estimation
Author :
Olivares-Méndez, Miguel A. ; Mondragón, Iván F. ; Campoy, Pascual ; Martínez, Carol
Author_Institution :
Comput. Vision Group, Univ. Politec. de Madrid, Madrid, Spain
fYear :
2010
fDate :
18-23 July 2010
Firstpage :
1
Lastpage :
8
Abstract :
This paper presents a Fuzzy Control application for a landing task of an Unmanned Aerial Vehicle, using the 3D-position estimation based on visual tracking of piecewise planar objects. This application allows the UAV to land on scenarios in which it is only possible to use visual information to obtain the position of the vehicle. The use of the homography permits a realtime estimation of the UAV´s pose with respect to a helipad using a monocular camera. Fuzzy Logic allows the definition of a model-free control system of the UAV. The Fuzzy controller analyzes the visual information to generate altitude commands for the UAV to develop the landing task.
Keywords :
fuzzy control; position control; remotely operated vehicles; vehicle dynamics; 3D position visual estimation; UAV pose; UAV-landing task; fuzzy Logic; fuzzy controller; homography; model-free control system; monocular camera; piecewise planar object; realtime estimation; unmanned aerial vehicle; visual tracking; Cameras; Equations; Estimation; Mathematical model; Three dimensional displays; Unmanned aerial vehicles; Visualization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
Conference_Location :
Barcelona
ISSN :
1098-7584
Print_ISBN :
978-1-4244-6919-2
Type :
conf
DOI :
10.1109/FUZZY.2010.5584396
Filename :
5584396
Link To Document :
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