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Autonomous Guided Car Using a Fuzzy Controller
OLIVARES MENDEZ, Miguel Angel; Campoy, Pascual; Mellado-Bataller, Ignacio et al.
2013In Sen Gupta, Gourab; Bailey, Donald; Demidenko, Serge et al. (Eds.) Recent Advances in Robotics and Automation
Peer reviewed
 

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Mots-clés :
Autonomous ground vehicle; Fuzzy Control; vision servoing
Résumé :
[en] The goal of the work described in this paper is to develop a visual line guided system for being used on-board an Autonomous Guided Vehicle (AGV) commercial car, controlling the steering and using just the visual information of a line painted below the car. In order to implement the control of the vehicle, a Fuzzy Logic controller has been implemented, that has to be robust against curvature changes and velocity changes. The only input information for the controller is the visual distance from the image center captured by a camera pointing downwards to the guiding line on the road, at a commercial frequency of 30Hz. The good performance of the controller has successfully been demonstrated in a real environment at urban velocities. The presented results demonstrate the capability of the Fuzzy controller to follow a circuit in urban environments without previous information about the path or any other information from additional sensors.
Disciplines :
Ingénierie électrique & électronique
Auteur, co-auteur :
OLIVARES MENDEZ, Miguel Angel ;  Universidad Politecnica de Madrid (UPM) - Centro de Automatica y Robotica (CAR) > Computer Vision Group
Campoy, Pascual;  Universidad Politecnica de Madrid (UPM) - Centro de Automatica y Robotica (CAR) > Computer Vision Group
Mellado-Bataller, Ignacio;  Universidad Politecnica de Madrid (UPM) - Centro de Automatica y Robotica (CAR) > Computer Vision Group
Mondragon, Ivan;  Universidad Politecnica de Madrid (UPM) - Centro de Automatica y Robotica (CAR) > Computer Vision Group
MARTINEZ LUNA, Carol  ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > Space Robotics
SANCHEZ LOPEZ, Jose Luis  ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > Automation
Co-auteurs externes :
yes
Langue du document :
Anglais
Titre :
Autonomous Guided Car Using a Fuzzy Controller
Date de publication/diffusion :
2013
Titre de l'ouvrage principal :
Recent Advances in Robotics and Automation
Editeur scientifique :
Sen Gupta, Gourab
Bailey, Donald
Demidenko, Serge
Carnegie, Dale
Maison d'édition :
Springer Berlin Heidelberg
ISBN/EAN :
978-3-642-37386-2
Collection et n° de collection :
Studies in Computational Intelligence
Pagination :
37-55
Peer reviewed :
Peer reviewed
Disponible sur ORBilu :
depuis le 06 novembre 2013

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