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A Pan-Tilt Camera Fuzzy Vision Controller on an Unmanned Aerial Vehicle
OLIVARES MENDEZ, Miguel Angel; Campoy, Pascual; Martinez, Carol et al.
2009In 2009 IEEE-RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS
Peer reviewed
 

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Keywords :
Fuzzy control; Unmanned Aerial Vehicles; vision servoing; object tracking
Abstract :
[en] This paper presents an implementation of two Fuzzy Logic controllers working in parallel for a pan-tilt camera platform on an IJAV. This implementation uses a basic Lucas-Kanade tracker algorithm, which sends information about the error between the center of the object to track and the center of the image, to the Fuzzy controller. This information is enough for the controller to follow the object by moving a two axis servo-platform, regardless the UAV vibrations and movements. The two Fuzzy controllers for each axis, work with a rules-base of 49 rules, two inputs and one output with a more significant sector defined to improve the behavior of those controllers. The controllers have shown very good performances in real flights for statics objects, tested on the Colibri prototypes.
Disciplines :
Electrical & electronics engineering
Computer science
Author, co-author :
OLIVARES MENDEZ, Miguel Angel ;  Universidad Politecnica de Madrid, Centro de Automatica y Robotica, Spain > Computer Vision Group
Campoy, Pascual;  Univ Politecn Madrid, Comp Vis Grp, E-28006 Madrid, Spain.
Martinez, Carol;  Universidad Politecnica de Madrid, Centro de Automatica y Robotica, Spain > Computer Vision Group
Mondragon, Ivan;  Universidad Politecnica de Madrid, Centro de Automatica y Robotica, Spain > Computer Vision Group
Language :
English
Title :
A Pan-Tilt Camera Fuzzy Vision Controller on an Unmanned Aerial Vehicle
Publication date :
2009
Event name :
IEEE RSJ International Conference on Intelligent Robots and Systems
Event organizer :
IEEE Robot & Automat Soc, Robot Soc Japan, Soc Instrument & Control Engn, IEEE Ind Elect Soc, Inst Control, Robot & Syst Korea, ABB, Barrett Technol, Inc, Willow Garage, ROBOTIS, Aldebaran Robot
Event place :
St. Louis, United States - Missouri
Event date :
OCT 10-15, 2009
Main work title :
2009 IEEE-RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS
Publisher :
Ieee, New York, Unknown/unspecified
ISBN/EAN :
978-1-4244-3803-7
Pages :
2879-2884
Peer reviewed :
Peer reviewed
Available on ORBilu :
since 06 November 2013

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